{
"generated": "2026-09-23",
"source": "GeoBit platform registries (analysis catalog + functionality dictionary)",
"solutions": [
{
"url": "https://www.geobit.ai/cop",
"name": "Common Operating Picture & Ops Desk",
"description": "One live picture on the desk, the iPad and every phone; command-and-control orders with routes, Mobile Operations Center fleet view, tracking, encrypted comms, audit trail."
},
{
"url": "https://www.geobit.ai/mobile",
"name": "GeoBit Mobile",
"description": "iOS/Android field app: routes with terrain, 3D, SOS, live position and replay, offline map packs, geo-tagged photos and notes, Signal-protocol comms."
},
{
"url": "https://www.geobit.ai/journey-management",
"name": "Journey Management & Executive Protection",
"description": "Route risk per stretch with reasons, safe-haven corridor, avoidance zones, the detail tracked live, panic to escalation, after-action record."
},
{
"url": "https://www.geobit.ai/site-security",
"name": "Site Security & Site Watch",
"description": "Fused, explained threat picture for any site: approach roads, dead zones, viewshed, isochrones, live pressure vs baseline; 51 methodologies."
},
{
"url": "https://www.geobit.ai/aoi-monitoring",
"name": "AOI Monitoring",
"description": "Draw an area; the system watches it 24/7 in ~130 countries and ~30 languages and alerts on incidents, disasters and political developments."
},
{
"url": "https://www.geobit.ai/gsoc",
"name": "GSOC Watchfloor",
"description": "Alarm triage with sensor correlation, OSINT fusion, traveller check-ins with duress detection, zero-effort incident logs, automatic shift handover."
},
{
"url": "https://www.geobit.ai/intelligence-brief",
"name": "Automated Briefs & SITREPs",
"description": "Assessment-carrying SITREPs, country and regional briefs, PDF and story maps, on demand or on schedule, under an enforced house style."
},
{
"url": "https://www.geobit.ai/mapping-as-a-service",
"name": "Mapping-as-a-Service",
"description": "Finished intelligence maps built to order: single maps or packs, delivered as files you can brief from."
},
{
"url": "https://www.geobit.ai/#offerings",
"name": "Developer API, Analyst & Forward-Deployed Engineers",
"description": "Programmatic access after a short review; a dedicated intelligence analyst; forward-deployed geospatial engineers inside your team."
}
],
"functions": [
{
"key": "terrain_analysis",
"name": "Terrain Analysis",
"desc": "3D terrain elevation visualization (hillshade, relief, 3D view)",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "slope_analysis",
"name": "Slope Analysis",
"desc": "Slope gradient and steepness analysis of an area \u2014 any request mentioning slope, steepness, or gradient (e.g. 'slope in Chingola",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "volume_calculator",
"name": "Volume Calculator",
"desc": "Calculate cut/fill volumes for earthworks",
"category": "Engineering",
"bucket": "Terrain, environment & weather"
},
{
"key": "flow_direction",
"name": "Flow Direction",
"desc": "Water flow direction and drainage analysis",
"category": "Hydrology",
"bucket": "Terrain, environment & weather"
},
{
"key": "tin_analysis",
"name": "TIN Analysis",
"desc": "Triangulated Irregular Network surface modeling",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "line_of_sight",
"name": "Line Of Sight",
"desc": "Visibility and line-of-sight analysis",
"category": "Visibility",
"bucket": "Terrain, environment & weather"
},
{
"key": "watershed_analysis",
"name": "Watershed Analysis",
"desc": "Watershed analysis of an area: flow direction, flow accumulation, stream network and catchment delineation when an outlet is named ('watershed\u2026",
"category": "Hydrology",
"bucket": "Terrain, environment & weather"
},
{
"key": "least_cost_path",
"name": "Least Cost Path",
"desc": "Optimal path analysis considering terrain",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "buildability_analysis",
"name": "Buildability Analysis",
"desc": "Construction/development suitability assessment ('where can I build",
"category": "Engineering",
"bucket": "Terrain, environment & weather"
},
{
"key": "sun_analysis",
"name": "Sun Analysis",
"desc": "Solar exposure and shadow analysis",
"category": "Environmental",
"bucket": "Terrain, environment & weather"
},
{
"key": "traffic_display",
"name": "Traffic Display",
"desc": "Real-time traffic flow visualization",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "deckgl_visualization",
"name": "Deckgl Visualization",
"desc": "Re-visualize on-map data using a deck.gl mode (heatmap, hexagon, grid, screengrid, scatterplot, contour, column, arc)",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "intersection_analysis",
"name": "Intersection Analysis",
"desc": "Feature intersection and overlap analysis",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "pour_point_analysis",
"name": "Pour Point Analysis",
"desc": "Pour point analysis: trace drainage from a named outlet ('pour point at the bridge",
"category": "Hydrology",
"bucket": "Terrain, environment & weather"
},
{
"key": "mineability_analysis",
"name": "Mineability Analysis",
"desc": "Mining feasibility assessment",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "proximity_analysis",
"name": "Proximity Analysis",
"desc": "Distance and proximity calculations",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "site_suitability",
"name": "Site Suitability",
"desc": "Multi-criteria site suitability analysis",
"category": "Planning",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "query_all_data",
"name": "Query All Data",
"desc": "Query all available datasets",
"category": "Data Query",
"bucket": "Intelligence & OSINT"
},
{
"key": "blasting_analysis",
"name": "Blasting Analysis",
"desc": "Blast impact and safety zone analysis",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "dust_dispersion",
"name": "Dust Dispersion",
"desc": "Dust plume dispersion modeling",
"category": "Environmental",
"bucket": "Terrain, environment & weather"
},
{
"key": "erosion_detection",
"name": "Erosion Detection",
"desc": "Soil erosion risk assessment",
"category": "Environmental",
"bucket": "Terrain, environment & weather"
},
{
"key": "noise_analysis",
"name": "Noise Analysis",
"desc": "Noise propagation and impact zones",
"category": "Environmental",
"bucket": "Terrain, environment & weather"
},
{
"key": "landslide_detection",
"name": "Landslide Detection",
"desc": "Landslide susceptibility mapping",
"category": "Hazards",
"bucket": "Security, risk & protection"
},
{
"key": "solar_potential",
"name": "Solar Potential",
"desc": "Solar energy generation potential",
"category": "Renewable Energy",
"bucket": "Terrain, environment & weather"
},
{
"key": "cost_benefit_analysis",
"name": "Cost Benefit Analysis",
"desc": "Economic cost-benefit assessment",
"category": "Economic",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "cell_tower_analysis",
"name": "Cell Tower Analysis",
"desc": "Cell tower coverage and signal strength",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "building_los",
"name": "Building LOS",
"desc": "Building line-of-sight analysis",
"category": "Urban Planning",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "landing_zone_analysis",
"name": "Landing Zone Analysis",
"desc": "Emergency/helicopter landing zone assessment",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "tfc_analysis",
"name": "TFC Analysis",
"desc": "Tactical field coverage analysis",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "drone_path_planning",
"name": "Drone Path Planning",
"desc": "UAV/drone optimal path planning",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "vehicle_count",
"name": "Vehicle Count",
"desc": "Real-time vehicle counting and tracking",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "vip_analysis",
"name": "VIP Analysis",
"desc": "VIP security and route planning",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "psms_monitoring",
"name": "PSMS Monitoring",
"desc": "Pipeline safety monitoring system",
"category": "Infrastructure",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "urban_greenspace",
"name": "Urban Greenspace",
"desc": "Urban greenspace analysis and detection",
"category": "Urban Planning",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "meis_analysis",
"name": "MEIS Analysis",
"desc": "Mining environmental impact study",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "mining_cba",
"name": "Mining CBA",
"desc": "Mining cost-benefit analysis",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "live_detection",
"name": "Live Detection",
"desc": "Real-time object detection",
"category": "Surveillance",
"bucket": "Security, risk & protection"
},
{
"key": "stability_zone_analysis",
"name": "Stability Zone Analysis",
"desc": "Ground stability zone assessment",
"category": "Geotechnical",
"bucket": "Terrain, environment & weather"
},
{
"key": "slope_stability_analysis",
"name": "Slope Stability Analysis",
"desc": "Slope stability and failure risk assessment",
"category": "Geotechnical",
"bucket": "Terrain, environment & weather"
},
{
"key": "terrain_feature_classification",
"name": "Terrain Feature Classification",
"desc": "Automated terrain feature classification and labeling",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "ridge_pathfinder",
"name": "Ridge Pathfinder",
"desc": "A* pathfinding along ridgelines and ravine edges with terrain scoring",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "saddle_pass_detector",
"name": "Saddle Pass Detector",
"desc": "Detect mountain saddles and passes using Hessian eigenvalue analysis",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "ridge_network_graph",
"name": "Ridge Network Graph",
"desc": "Build skeleton ridge network graph with pathfinding",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "tactical_corridor_planner",
"name": "Tactical Corridor Planner",
"desc": "Multi-leg tactical corridor planning with terrain cost analysis",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "intervisibility_route_scorer",
"name": "Intervisibility Route Scorer",
"desc": "Viewshed-aware route scoring for concealed movement planning",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "reverse_slope_routing",
"name": "Reverse Slope Routing",
"desc": "Defilade path finding using reverse slope terrain masking",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "terrain_mobility_surface",
"name": "Terrain Mobility Surface",
"desc": "Vehicle traverse cost grid based on slope, roughness, and land cover",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "telecom_cba",
"name": "Telecom CBA",
"desc": "Telecom cost-benefit analysis",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "threat_analysis",
"name": "Threat Analysis",
"desc": "CRITICAL-INFRASTRUCTURE threat and vulnerability engine: which infrastructure is vulnerable to which attack types. \" \"Use for 'infrastructure threat\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "security_decision",
"name": "Security Decision",
"desc": "Security asset positioning and deployment - provides autonomous recommendations for security operations",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "conflict_analysis",
"name": "Conflict Analysis",
"desc": "Regional conflict and war analysis with humanitarian crisis assessment",
"category": "Conflict",
"bucket": "Intelligence & OSINT"
},
{
"key": "battle_prediction",
"name": "Battle Prediction",
"desc": "ML-based battle location prediction using pattern analysis",
"category": "Military Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "actor_network_analysis",
"name": "Actor Network Analysis",
"desc": "Conflict actor relationships and network mapping - identifies key actors and coalitions",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "ops_builder",
"name": "Ops Builder",
"desc": "AI-powered military operation planning and coordination",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "tcped_analysis",
"name": "TCPED Analysis",
"desc": "TCPED intelligence cycle (Tasking, Collection, Processing, Exploitation, Dissemination)",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "pmesii_pt",
"name": "PMESII PT",
"desc": "PMESII-PT strategic analysis (Political, Military, Economic, Social, Infrastructure, Information, Physical, Time)",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "ascope_analysis",
"name": "ASCOPE Analysis",
"desc": "ASCOPE area assessment (Area, Structures, Capabilities, Organizations, People, Events)",
"category": "Area Analysis",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "human_terrain",
"name": "Human Terrain",
"desc": "Human terrain mapping - population demographics, cultural analysis, tribal networks",
"category": "Human Geography",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "dst_builder",
"name": "DST Builder",
"desc": "Decision Support Template generation based on FM 5-0 doctrine",
"category": "Military Planning",
"bucket": "Command, control & operations"
},
{
"key": "theater_simulation",
"name": "Theater Simulation",
"desc": "Theater-level military operational planning and simulation",
"category": "Military Simulation",
"bucket": "Command, control & operations"
},
{
"key": "threat_escalation_ladder",
"name": "Threat Escalation Ladder",
"desc": "Multi-source threat escalation ladder - analyzes 12 months of conflict, security, risk, intelligence, and temporal data to build a monthly escalation\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "ipb_analysis",
"name": "IPB Analysis",
"desc": "Intelligence Preparation of the Battlefield following FM 34-130 doctrine",
"category": "Military Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "coa_builder",
"name": "COA Builder",
"desc": "Course of Action development and analysis with wargaming",
"category": "Military Planning",
"bucket": "Command, control & operations"
},
{
"key": "security_geo_analysis",
"name": "Security Geo Analysis",
"desc": "RETIRED 2026-07-13 \u2014 use security_risk_assessment",
"category": "Risk Analysis",
"bucket": "Security, risk & protection"
},
{
"key": "comprehensive_wargaming",
"name": "Comprehensive Wargaming",
"desc": "Full military scenario wargaming analysis with terrain, forces, and COA development",
"category": "Military Simulation",
"bucket": "Command, control & operations"
},
{
"key": "rapid_decision",
"name": "Rapid Decision",
"desc": "Rapid Decision Engine - fans out to 12 intelligence sources in parallel and fuses them into one actionable decision brief with threat level\u2026",
"category": "Decision Support",
"bucket": "Command, control & operations"
},
{
"key": "threat_picture",
"name": "Threat Picture",
"desc": "Continuous Threat Picture - unified 24h rolling threat view aggregating active threats, AOI alerts, escalation chains, predictions, conflict\u2026",
"category": "Decision Support",
"bucket": "Command, control & operations"
},
{
"key": "decision_tree",
"name": "Decision Tree",
"desc": "Crisis Decision Trees - predefined response protocols for active shooter, civil unrest, cyber attack, natural disaster in conflict zone\u2026",
"category": "Decision Support",
"bucket": "Command, control & operations"
},
{
"key": "mission_planning_ops_center",
"name": "Mission Planning Ops Center",
"desc": "Mission Planning Operations Center (MPOC) - full 7-stage pipeline: IPB, threat assessment, COA development, wargaming, mission planning, operational\u2026",
"category": "Military Planning",
"bucket": "Command, control & operations"
},
{
"key": "data_driven_prediction",
"name": "Data Driven Prediction",
"desc": "Data-driven prediction engine using real ingested data from GDELT, web search, X/Twitter, battle maps, strikes, BDA, conflict monitoring, and early\u2026",
"category": "Prediction & Forecasting",
"bucket": "Intelligence & OSINT"
},
{
"key": "prediction_suite",
"name": "Prediction Suite",
"desc": "Unified Prediction Suite - WHO/WHAT/WHERE/WHEN/WHY forward predictions for a region or country: actor profiling, escalation chains, historical\u2026",
"category": "Prediction & Forecasting",
"bucket": "Intelligence & OSINT"
},
{
"key": "prediction_analysis",
"name": "Prediction Analysis",
"desc": "Forward-looking prediction analysis using map data, tileset infrastructure, GDELT real-time events, conflict DB, web search, and user project data to\u2026",
"category": "Prediction & Forecasting",
"bucket": "Intelligence & OSINT"
},
{
"key": "solution_analysis",
"name": "Solution Analysis",
"desc": "Actionable solution generation and decision support using map data, tileset infrastructure, GDELT events, conflict DB, web search, and optionally\u2026",
"category": "Prediction & Forecasting",
"bucket": "Intelligence & OSINT"
},
{
"key": "geneva_overlay",
"name": "Geneva Overlay",
"desc": "Geneva Convention compliance analysis and protected sites mapping",
"category": "International Law",
"bucket": "Security, risk & protection"
},
{
"key": "sitrep_generator",
"name": "SITREP Generator",
"desc": "Military situation report generation with real-time intelligence and web search",
"category": "Military Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "link_analysis",
"name": "Link Analysis",
"desc": "Network analysis, relationship mapping, and BTL prediction",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "link_analysis_intelligence",
"name": "Link Analysis Intelligence",
"desc": "Entity extraction and comprehensive network analysis with relationship mapping",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "convergence_analysis",
"name": "Convergence Analysis",
"desc": "Multi-domain convergence zone analysis and indicator clustering",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "battle_map",
"name": "Battle Map",
"desc": "Multi-layer battle map generation v2",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "conflict_pipeline",
"name": "Conflict Pipeline",
"desc": "Fast structured conflict-event sweep that normalizes recent GDELT, FIRMS thermal, and X/Twitter observations into the GeoBit event schema with\u2026",
"category": "Conflict Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "dynamic_conflict_analysis",
"name": "Dynamic Conflict Analysis",
"desc": "Worldwide, evidence-qualified conflict activity ranking from UCDP reported events, GDELT machine-coded events when BigQuery is configured, and GDELT\u2026",
"category": "Conflict Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "unified_conflict_monitor",
"name": "Unified Conflict Monitor",
"desc": "On-demand multi-source regional conflict monitor combining available UCDP, FIRMS, GDELT, web, military, and crawler layers with explicit source\u2026",
"category": "Conflict Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "orbat_analysis",
"name": "Orbat Analysis",
"desc": "Review-required military command-hierarchy reconstruction for a specifically named force",
"category": "Military Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "gtd_intelligence_extraction",
"name": "Gtd Intelligence Extraction",
"desc": "Search current reporting and code candidate terrorism incidents into review-required GTD-compatible records with source status and mapped coordinates",
"category": "Counter-terrorism",
"bucket": "Intelligence & OSINT"
},
{
"key": "conflict_article_coding",
"name": "Conflict Article Coding",
"desc": "Model-code complete article text supplied by the user into review-required, ACLED-shaped conflict-event claims with explicit provenance and mapped\u2026",
"category": "Conflict Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "radicalization_network",
"name": "Radicalization Network",
"desc": "Read-only, tenant-isolated search and snapshot of the signed-in analyst's existing Counter-Terrorism radicalization network",
"category": "Counter-terrorism",
"bucket": "Intelligence & OSINT"
},
{
"key": "proxy_group_analysis",
"name": "Proxy Group Analysis",
"desc": "State proxy group network analysis \u2014 maps sponsor state to proxy force relationships, operating zones, influence networks, firepower/capabilities\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "arms_trafficking_network",
"name": "Arms Trafficking Network",
"desc": "Arms trafficking network analysis and interdiction planning",
"category": "Counter-trafficking",
"bucket": "Intelligence & OSINT"
},
{
"key": "weapons_capability_tracker",
"name": "Weapons Capability Tracker",
"desc": "Weapons systems tracking and arsenal analysis across 12 weapon categories",
"category": "Military Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "religion_intelligence_search",
"name": "Religion Intelligence Search",
"desc": "Religious demographics, sects, extremist groups, and interfaith analysis via Perplexity web search",
"category": "Demographics & Human Terrain",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "agriculture_intelligence_search",
"name": "Agriculture Intelligence Search",
"desc": "Food security, crop production, food deserts, livestock, and agricultural analysis via Perplexity web search",
"category": "Food Security & Agriculture",
"bucket": "Terrain, environment & weather"
},
{
"key": "network_analyzer",
"name": "Network Analyzer",
"desc": "Threat actor network analysis and vulnerability assessment",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "regime_stability",
"name": "Regime Stability",
"desc": "Regime stability analysis and coup risk prediction",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "attack_vector_analysis",
"name": "Attack Vector Analysis",
"desc": "Attack vector analysis and defensive threat modeling",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "terrorist_attack_pattern",
"name": "Terrorist Attack Pattern",
"desc": "Terrorist attack pattern analysis and target prediction",
"category": "Counter-terrorism",
"bucket": "Intelligence & OSINT"
},
{
"key": "security_risk_assessment",
"name": "Security Risk Assessment",
"desc": "AREA SECURITY ASSESSMENT - the canonical risk assessment / threat assessment / security assessment for a place. \" \"Comprehensive live-websearch\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "ahp_threat_prioritization",
"name": "Ahp Threat Prioritization",
"desc": "AHP-based multi-criteria threat prioritization with multi-AI consensus scoring, cascade analysis, PMESII-PT domain mapping, and 6h/24h/72h predictive\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "ambush_risk_analysis",
"name": "Ambush Risk Analysis",
"desc": "Route ambush vulnerability analysis including kill zones, chokepoints, overwatch positions, IED risk, sniper positions, and counter-ambush\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "ied_threat_prediction",
"name": "IED Threat Prediction",
"desc": "Evidence-qualified IED route-risk assessment using configured road/terrain data and cited incident reporting",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "threat_surface_analysis",
"name": "Threat Surface Analysis",
"desc": "Comprehensive threat surface and attack vector analysis with threat enabler indexing, line-of-sight calculations, urban density multipliers, and\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "amphibious_landing_analysis",
"name": "Amphibious Landing Analysis",
"desc": "Amphibious landing zone analysis for maritime operations including beach gradient assessment, coastal defense identification, tide analysis, and\u2026",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "surveillance_camera_analysis",
"name": "Surveillance Camera Analysis",
"desc": "Surveillance camera coverage analysis with field-of-view modeling, blind spot detection, overlapping coverage optimization, and camera placement\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "basecamp_analysis",
"name": "Basecamp Analysis",
"desc": "Basecamp and forward operating base selection analysis with terrain assessment, defensibility scoring, water source proximity, supply route access\u2026",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "tactical_terrain_analysis",
"name": "Tactical Terrain Analysis",
"desc": "Advanced tactical terrain analysis with OAKOC framework (Observation, Avenues of Approach, Key Terrain, Obstacles, Cover and Concealment), military\u2026",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "mroa_analysis",
"name": "Mroa Analysis",
"desc": "Security Routing and Operations Analysis (MROA) for mission route optimization with threat avoidance, checkpoint planning, alternate route\u2026",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "mesh_network_analysis",
"name": "Mesh Network Analysis",
"desc": "Mesh network communications analysis with node placement optimization, signal propagation modeling, network resilience assessment, and coverage gap\u2026",
"category": "Communications",
"bucket": "Command, control & operations"
},
{
"key": "safehouse_network_analysis",
"name": "Safehouse Network Analysis",
"desc": "Safe house network analysis with location suitability scoring, egress route planning, proximity to key infrastructure, surveillance detection routes\u2026",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "evacuation_route_analysis",
"name": "Evacuation Route Analysis",
"desc": "Evacuation route analysis with multi-route generation, capacity estimation, bottleneck identification, rally point selection, and time-distance\u2026",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "tactical_swarm_analysis",
"name": "Tactical Swarm Analysis",
"desc": "Tactical swarm analysis for coordinated multi-unit operations with formation planning, area coverage optimization, communication network modeling\u2026",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "vip_security_routing",
"name": "VIP Security Routing",
"desc": "VIP security routing with threat-aware pathfinding, advance route reconnaissance, counter-surveillance waypoints, safe haven identification, and\u2026",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "meeting_point_analysis",
"name": "Meeting Point Analysis",
"desc": "Meeting point analysis for optimal rendezvous location selection with multi-party accessibility scoring, security assessment, cover evaluation, and\u2026",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "security_perimeter_optimization",
"name": "Security Perimeter Optimization",
"desc": "Security perimeter optimization with layered defense ring generation, entry control point placement, patrol route planning, sensor coverage modeling\u2026",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "nearest_resource_routing",
"name": "Nearest Resource Routing",
"desc": "Nearest resource routing for rapid response with multi-resource type search, priority-weighted routing, estimated time of arrival calculations, and\u2026",
"category": "Logistics",
"bucket": "Command, control & operations"
},
{
"key": "convoy_path_enumeration",
"name": "Convoy Path Enumeration",
"desc": "Convoy path enumeration with multi-route generation, road capacity assessment, chokepoint identification, threat corridor avoidance, and convoy\u2026",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "road_blockage_analysis",
"name": "Road Blockage Analysis",
"desc": "Road blockade analysis with checkpoint placement optimization, traffic flow disruption modeling, bypass route identification, and area denial\u2026",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "strategic_points_analysis",
"name": "Strategic Points Analysis",
"desc": "Strategic points analysis for identifying and assessing key terrain features, critical infrastructure nodes, control points, observation posts, and\u2026",
"category": "Military Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "tactical_insertion_extraction",
"name": "Tactical Insertion Extraction",
"desc": "Tactical insertion and extraction planning with landing zone assessment, approach route optimization, extraction point identification, contingency\u2026",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "extraction_plan",
"name": "Extraction Plan",
"desc": "Tactical extraction planning with threat analysis, safe haven identification (airports, helipads, ports, embassies, military bases), and optimal exit\u2026",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "evacuation_plan",
"name": "Evacuation Plan",
"desc": "Evacuation route analysis with danger zone definition, safe location identification outside the threat area (airports, ports, embassies, hospitals)\u2026",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "threat_mapping_analysis",
"name": "Threat Mapping Analysis",
"desc": "Critical infrastructure security analysis and enhanced threat mapping with vulnerability scoring, attack vector visualization, blast radius modeling\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "stfn_analysis",
"name": "Stfn Analysis",
"desc": "Semantic Terrain Feature Network (STFN) analysis for terrain characterization using natural language descriptions, feature relationship mapping\u2026",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "c2_system",
"name": "Command & Control System",
"desc": "Command and Control (command and control/C4ISR) system with operational planning, unit tracking, mission management, communications network overlay\u2026",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "fusion_dashboard",
"name": "Fusion Dashboard",
"desc": "GeoBit Data Fusion Center dashboard for multi-source intelligence integration, cross-domain correlation, unified threat picture generation, and\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "cop_integration",
"name": "Common Operating Picture Integration",
"desc": "Common Operating Picture integration to aggregate all active map data layers, analysis results, and operational overlays into a unified tactical\u2026",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "security_assessment",
"name": "Security Assessment",
"desc": "PANEL TOGGLE: opens the Security Assessment panel overlay on the current view (automated threat \" \"identification, vulnerability scoring, risk heat\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "geostrategic_assessment",
"name": "Geostrategic Assessment",
"desc": "Geostrategic position assessment analyzing geographic advantages, chokepoint control, resource access, alliance proximity, power projection\u2026",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "flight_data",
"name": "Flight Data",
"desc": "Real-time and historical flight tracking with aircraft identification, flight path visualization, altitude profiling, airport activity monitoring\u2026",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "vessel_finder",
"name": "Vessel Finder",
"desc": "VesselFinder maritime vessel tracking with real-time AIS data, vessel identification, route history, port activity monitoring, and vessel detail\u2026",
"category": "Maritime Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "ais_tracking",
"name": "AIS Tracking",
"desc": "AIS vessel tracking stream with real-time maritime traffic visualization, vessel filtering, movement pattern detection, and area-of-interest\u2026",
"category": "Maritime Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "mapillary_street_view",
"name": "Mapillary Street View",
"desc": "Mapillary street-level imagery overlay for ground-truth verification, route reconnaissance, infrastructure inspection, and point-of-interest visual\u2026",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "vt_explorer",
"name": "Vt Explorer",
"desc": "VT Explorer maritime intelligence for advanced vessel tracking, historical route analysis, port call history, vessel network mapping, and maritime\u2026",
"category": "Maritime Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "datalastic_tracking",
"name": "Datalastic Tracking",
"desc": "Datalastic maritime tracking with vessel search, real-time position monitoring, historical track playback, fleet management, and maritime event\u2026",
"category": "Maritime Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "shodan_integration",
"name": "Shodan Integration",
"desc": "Shodan network intelligence integration for exposed device scanning, IoT vulnerability mapping, industrial control system detection, network\u2026",
"category": "Cybersecurity",
"bucket": "Intelligence & OSINT"
},
{
"key": "cell_tower_coverage",
"name": "Cell Tower Coverage",
"desc": "Cell tower coverage visualization with signal propagation modeling, coverage gap identification, network operator mapping, and signal strength\u2026",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "choropleth_visualization",
"name": "Choropleth Visualization",
"desc": "Choropleth data visualization with boundary-based thematic mapping, classification methods (quantile, jenks, equal interval), custom color ramps, and\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "election_monitoring",
"name": "Election Monitoring",
"desc": "Election monitoring and analysis with polling station mapping, voter turnout visualization, result tracking, irregularity detection, and political\u2026",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "apollo_intelligence",
"name": "Apollo Intelligence",
"desc": "Apollo intelligence module for advanced multi-source intelligence fusion, automated report generation, pattern-of-life analysis, and predictive\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "mapam_analysis",
"name": "MAPAM Analysis",
"desc": "Munitions and Armament Placement Analysis (MAPAM) for review-required placement simulations, historical event recording, and modeled\u2026",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "mapam_weapon_lookup",
"name": "MAPAM Weapon Lookup",
"desc": "Look up or compare weapon system specs from the MAPAM list: range, lethal radius, warhead, speed, aliases",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "mapam_coverage_draw",
"name": "MAPAM Coverage Draw",
"desc": "Draw a weapon SYSTEM range fan (artillery, MLRS, missile, drone, ATGM) plus danger zone at a place, facing, DEM mask",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "mapam_record_event",
"name": "MAPAM Record Event",
"desc": "Record a munitions event with a timestamp: a weapon placement, engagement or strike at a place, optional origin",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "mapam_add_weapon",
"name": "MAPAM Add Weapon",
"desc": "Add a new weapon system to the MAPAM weapons list with its range, radius and speed figures for your org",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "mapam_events_list",
"name": "MAPAM Events List",
"desc": "List and map the munitions events your org recorded in MAPAM, filtered by days, weapon or event type",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "event_reconstruction_animate",
"name": "Event Reconstruction Animate",
"desc": "Animate a strike or drone attack reconstruction as moving projectile tracks with launch and impact timestamps",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "event_reconstruction_saved",
"name": "Event Reconstruction Saved",
"desc": "List or replay saved animated event reconstructions by name or region",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "threat_simulation_location",
"name": "Threat Simulation Location",
"desc": "What-if war-game: simulate what could hit a named site from the org's RECORDED weapon positions as animated tracks",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "site_overwatch_exposure",
"name": "Site Overwatch Exposure",
"desc": "Site overwatch: high ground with line of sight onto a FIXED site (sniper, ATGM, RPG, mortar observer) plus dead ground",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "munitions_exposure_alerts",
"name": "Munitions Exposure Alerts",
"desc": "LIVE now: is a tracked vehicle or the principal inside a recorded weapon envelope, exposure alerts today, or one spot",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "vip_route_munitions_exposure",
"name": "VIP Route Munitions Exposure",
"desc": "VIP drive munitions exposure: can the principal be hit by RECORDED weapon positions on a route, from where, at what ETA",
"category": "Military Operations",
"bucket": "Command, control & operations"
},
{
"key": "geobit_intelligence",
"name": "Geobit Intelligence",
"desc": "GeoBit Intelligence AI analysis engine for autonomous map data interpretation, spatial pattern recognition, threat assessment generation, and natural\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "acled_intelligence",
"name": "ACLED Intelligence",
"desc": "ACLED (Armed Conflict Location and Event Data) intelligence viewer with conflict event querying, actor filtering, temporal analysis, fatality\u2026",
"category": "Conflict Data",
"bucket": "Intelligence & OSINT"
},
{
"key": "radio_sigint",
"name": "Radio SIGINT",
"desc": "Radio SIGINT (Signals Intelligence) extractor for radio frequency monitoring, emitter geolocation, signal pattern analysis, communications network\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "rss_intelligence",
"name": "RSS Intelligence",
"desc": "RSS intelligence feed aggregation and monitoring with automated article parsing, location extraction, event classification, trend detection, and\u2026",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_intelligence_v2",
"name": "GDELT Intelligence V2",
"desc": "GDELT Conflict Intelligence v2 with enhanced event querying, actor network visualization, temporal trend analysis, hotspot detection, and early\u2026",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "keyword_analysis",
"name": "Keyword Analysis",
"desc": "Multilingual keyword cluster analysis using GDELT for thematic monitoring, narrative tracking, information environment assessment, and keyword\u2026",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "timeline_analysis",
"name": "Timeline Analysis",
"desc": "GDELT country timeline analysis with temporal event visualization, escalation trend detection, event frequency charting, conflict intensity tracking\u2026",
"category": "Temporal Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "risk_dashboard",
"name": "Risk Dashboard",
"desc": "Enterprise risk dashboard with multi-domain risk aggregation, portfolio exposure visualization, risk trend monitoring, alert management, and\u2026",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "journey_management_panel",
"name": "Journey Management Panel",
"desc": "Journey management panel for travel risk assessment, route planning with risk corridor identification, checkpoint scheduling, communication\u2026",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "h3_risk_weighting",
"name": "H3 Risk Weighting",
"desc": "H3 hexagonal risk weighting system with multi-factor risk scoring, configurable weight parameters, spatial risk interpolation, risk zone boundary\u2026",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "journey_mgmt_routing",
"name": "Journey Mgmt Routing",
"desc": "Journey management tactical routing using H3 hexagonal grid with risk-weighted pathfinding, threat avoidance corridors, safe route optimization, and\u2026",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "journey_mgmt_protection",
"name": "Journey Mgmt Protection",
"desc": "Journey management protection planning with protective detail positioning, advance route clearance scheduling, safe haven network integration\u2026",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "risk_zones_choropleth",
"name": "Risk Zones Choropleth",
"desc": "Risk zones choropleth analysis with boundary-based risk classification, multi-factor risk aggregation, color-coded risk visualization, risk zone\u2026",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "global_risk_analysis",
"name": "Global Risk Analysis",
"desc": "MULTI-CATEGORY risk scoring across climate, economic, political, social categories for regions or the globe. \" \"Use for 'global risk assessment",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "crime_risk_assessment",
"name": "Crime Risk Assessment",
"desc": "Crime hotspot analysis and public safety assessment with C9 shortcut",
"category": "Public Safety",
"bucket": "Security, risk & protection"
},
{
"key": "food_security_risk",
"name": "Food Security Risk",
"desc": "Food security and agricultural vulnerability analysis",
"category": "Food Security",
"bucket": "Terrain, environment & weather"
},
{
"key": "insurance_risk",
"name": "Insurance Risk",
"desc": "Insurance catastrophe modeling and portfolio risk assessment including PML analysis",
"category": "Insurance",
"bucket": "Security, risk & protection"
},
{
"key": "terrorism_risk_analysis",
"name": "Terrorism Risk Analysis",
"desc": "Enhanced terrorism risk assessment with web intelligence and predictions",
"category": "Counter-terrorism",
"bucket": "Intelligence & OSINT"
},
{
"key": "supply_chain_risk",
"name": "Supply Chain Risk",
"desc": "Supply chain and logistics risk analysis with disruption predictions",
"category": "Logistics",
"bucket": "Command, control & operations"
},
{
"key": "humanitarian_data",
"name": "Humanitarian Data",
"desc": "Search and browse 20+ humanitarian data sources including HDX, UNHCR, WFP, WHO, and more",
"category": "Humanitarian",
"bucket": "Security, risk & protection"
},
{
"key": "humanitarian_crisis",
"name": "Humanitarian Crisis",
"desc": "Humanitarian crisis assessment with refugee flow analysis",
"category": "Humanitarian",
"bucket": "Security, risk & protection"
},
{
"key": "agricultural_crisis",
"name": "Agricultural Crisis",
"desc": "Agricultural crisis monitoring including crop failures, food prices, and weather impact",
"category": "Agriculture",
"bucket": "Terrain, environment & weather"
},
{
"key": "political_risk",
"name": "Political Risk",
"desc": "Political instability assessment and election monitoring",
"category": "Political",
"bucket": "Intelligence & OSINT"
},
{
"key": "cybersecurity_threats",
"name": "Cybersecurity Threats",
"desc": "Cyber threat landscape analysis with attack pattern detection",
"category": "Cybersecurity",
"bucket": "Intelligence & OSINT"
},
{
"key": "human_security",
"name": "Human Security",
"desc": "Human Security Geospatial Intelligence (HSGI) with 7 dimensions: economic, food, health, environmental, personal, community, political",
"category": "Human Security",
"bucket": "Security, risk & protection"
},
{
"key": "dynamic_risk_analysis",
"name": "Dynamic Risk Analysis",
"desc": "Comprehensive dynamic risk assessment at locations with multi-category scoring (military, political, environmental, infrastructure, natural disaster\u2026",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "consequence_impact_modeling",
"name": "Consequence Impact Modeling",
"desc": "Models consequences of attacks or disruptions on infrastructure, population, economy, and environment using CARVER methodology with mass casualty\u2026",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "cascade_analysis",
"name": "Cascade Analysis",
"desc": "Infrastructure cascade failure modeling with dependency chains, single points of failure identification, systemic risk propagation, and domino effect\u2026",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "incident_response_open",
"name": "Incident Response Open",
"desc": "Generates an incident response playbook for a location: threat brief, prioritized immediate actions, named response assets (hospitals, embassies\u2026",
"category": "Incident Response",
"bucket": "Security, risk & protection"
},
{
"key": "trade_flow",
"name": "Trade Flow",
"desc": "International trade flow visualization and bilateral trade analysis",
"category": "Economics",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "asset_valuation",
"name": "Asset Valuation",
"desc": "Real estate property valuation with heat map visualization",
"category": "Real Estate",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "rfp_web_search",
"name": "Rfp Web Search",
"desc": "Request for Proposal and tender opportunity finder using web search to gather real-time RFP information, extract key details (deadlines, values\u2026",
"category": "Business Development",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "multipoint_poi",
"name": "Multipoint POI",
"desc": "Multi-area POI comparison and business distribution analysis",
"category": "Business Intelligence",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "foot_traffic",
"name": "Foot Traffic",
"desc": "Foot traffic and venue busyness analysis with time series data",
"category": "Business Intelligence",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "logistics_supply_chain",
"name": "Logistics Supply Chain",
"desc": "Global logistics and supply chain analysis with route optimization",
"category": "Logistics",
"bucket": "Command, control & operations"
},
{
"key": "location_search",
"name": "Location Search",
"desc": "Comprehensive web search with automatic location extraction and mapping",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "web_search",
"name": "Web Search",
"desc": "Claude-powered web search with location and time series extraction",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "openai_web_search",
"name": "Openai Web Search",
"desc": "OpenAI-powered web search with location extraction",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "telegram_osint",
"name": "Telegram OSINT",
"desc": "Telegram channel monitoring, convoy tracking, and intelligence gathering",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "area_social",
"name": "Area Social",
"desc": "Area-based social media monitoring with X/Twitter analysis in geographic areas",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "conflict_zone_analysis",
"name": "Conflict Zone Analysis",
"desc": "Multi-language conflict zone intelligence gathering from local sources",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "troop_tracking",
"name": "Troop Tracking",
"desc": "OSINT-based troop movement tracking from satellite, social media, news, and traffic data",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "firms_fire_analysis",
"name": "FIRMS Fire Analysis",
"desc": "NASA FIRMS satellite fire detection \u2014 THE route for any fire/wildfire/burning query: active fires, fire hotspots, fire activity, and thermal\u2026",
"category": "Satellite Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "info_ops_effects",
"name": "Info Ops Effects",
"desc": "Information operations effects analysis including media broadcast coverage, social media influence zones, counter-propaganda targeting, information\u2026",
"category": "Information Warfare",
"bucket": "Intelligence & OSINT"
},
{
"key": "osint_group_ontology",
"name": "OSINT Group Ontology",
"desc": "OSINT group relationship, network discovery, and organizational mapping",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_ontology",
"name": "Perplexity Ontology",
"desc": "Perplexity-powered group ontology search mapping organizational structures, leadership hierarchies, funding networks, alliances/rivalries\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "police_report_search",
"name": "Police Report Search",
"desc": "Police reports and crime incident search with pattern analysis",
"category": "Public Safety",
"bucket": "Security, risk & protection"
},
{
"key": "military_events",
"name": "Military Events",
"desc": "Military exercise monitoring with Perplexity web search, force deployment tracking, movement vector visualization, exercise zone mapping, severity\u2026",
"category": "Military Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "geospatial_prediction",
"name": "Geospatial Prediction",
"desc": "AI-powered geospatial predictive analytics with web search integration",
"category": "Predictive Analytics",
"bucket": "Intelligence & OSINT"
},
{
"key": "sentiment_analysis",
"name": "Sentiment Analysis",
"desc": "Multi-pass sentiment and emotion analysis using Grok (xAI) with 8 emotion categories, subjectivity analysis, theme extraction, context-aware\u2026",
"category": "Sentiment Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "consensus_analysis",
"name": "Consensus Analysis",
"desc": "Multi-AI consensus analysis using o3-mini, Claude, and Grok",
"category": "AI Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "weight_adjustment",
"name": "Weight Adjustment",
"desc": "Real-time operational weight adjustments using IC Weight Adjuster",
"category": "Decision Support",
"bucket": "Command, control & operations"
},
{
"key": "map_analysis",
"name": "Map Analysis",
"desc": "General GIS analysis tools including clustering, voronoi, spatial statistics",
"category": "GIS Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "spatial_query",
"name": "Spatial Query",
"desc": "Complex multi-stage spatial operations with cascade effects and compound constraints",
"category": "Advanced Spatial",
"bucket": "Spatial analysis & statistics"
},
{
"key": "spatial_reasoning",
"name": "Spatial Reasoning",
"desc": "Spatial pattern detection and anomaly analysis",
"category": "Spatial Intelligence",
"bucket": "Spatial analysis & statistics"
},
{
"key": "mcda_filter",
"name": "Mcda Filter",
"desc": "Multi-Criteria Decision Analysis for optimal location selection",
"category": "Decision Analysis",
"bucket": "Command, control & operations"
},
{
"key": "spatial_area_analysis",
"name": "Spatial Area Analysis",
"desc": "Interactive spatial area analysis with drawing tools (polygon, circle, rectangle, line), buffer analysis, proximity search, area/distance\u2026",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "fishnet_grid",
"name": "Fishnet Grid",
"desc": "Generate a regular grid of square or hexagonal cells over the map extent (like Esri Create Fishnet)",
"category": "Geoprocessing",
"bucket": "Spatial analysis & statistics"
},
{
"key": "densify_features",
"name": "Densify Features",
"desc": "Add vertices at regular intervals along lines/polygons (like Esri Densify)",
"category": "Geoprocessing",
"bucket": "Spatial analysis & statistics"
},
{
"key": "minimum_bounding_geometry",
"name": "Minimum Bounding Geometry",
"desc": "Create minimum bounding rectangle, circle, or convex hull around features (like Esri Minimum Bounding Geometry)",
"category": "Shape Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "spatial_outlier_detection",
"name": "Spatial Outlier Detection",
"desc": "Detect spatial outliers using IQR on k-nearest-neighbor distances",
"category": "Spatial Statistics",
"bucket": "Spatial analysis & statistics"
},
{
"key": "enclose_features",
"name": "Enclose Features",
"desc": "Draw an enclosing shape around features on the map (circle, convex hull + buffer)",
"category": "Shape Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "historical_ais_area",
"name": "Historical AIS Area",
"desc": "Historical vessel search and tracking in drawn areas",
"category": "Maritime Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "global_fishing_watch",
"name": "Global Fishing Watch",
"desc": "Global Fishing Watch intelligence \u2014 fishing vessel search, fishing effort heatmaps, SAR dark vessel detection, IUU fishing risk indicators, vessel\u2026",
"category": "Maritime Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "temporal_pattern_analysis",
"name": "Temporal Pattern Analysis",
"desc": "Analyzes temporal patterns, activity rhythms, trends, anomalies, and predictive windows from time-stamped geospatial data with hourly/daily pattern\u2026",
"category": "Temporal Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "spatial_anomaly_detection",
"name": "Spatial Anomaly Detection",
"desc": "Detects spatial anomalies, outliers, and unusual patterns using multiple ML algorithms (Isolation Forest, Local Outlier Factor, statistical\u2026",
"category": "Spatial Intelligence",
"bucket": "Spatial analysis & statistics"
},
{
"key": "domain_awareness_analysis",
"name": "Domain Awareness Analysis",
"desc": "Multi-domain situational awareness analysis covering maritime, land, air, and cyber domains with risk assessment, chokepoint identification\u2026",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "corridor_flow_analysis",
"name": "Corridor Flow Analysis",
"desc": "Analyzes transportation corridors, movement flows, chokepoints, and route vulnerabilities with terrain traversability assessment, network segment\u2026",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "assembly_point_analysis",
"name": "Assembly Point Analysis",
"desc": "Identifies and assesses safe assembly/rally points for emergency gathering, evacuation, or tactical operations with terrain analysis, flood risk\u2026",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "drawing_agent",
"name": "Drawing Agent",
"desc": "Natural language map drawing, annotation, and ALL measurement requests: draw/mark/sketch/circle/outline shapes (point, circle, line, rectangle\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "focus_lock",
"name": "Focus Lock",
"desc": "Lock or unlock the session's working geofence: after a lock, every later search, clip, and analysis stays inside one boundary (a drawn shape or a\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "cde_evaluator",
"name": "Cde Evaluator",
"desc": "Collateral Damage Estimation: if an incident occurred at a given location, models the likely blast/fragmentation envelope, civilian casualty\u2026",
"category": "Risk",
"bucket": "Security, risk & protection"
},
{
"key": "cde_historical_sweep",
"name": "Cde Historical Sweep",
"desc": "Historical CDE sweep: pulls past strike events for an actor over a date range, runs modeled CDE on each, aggregates results onto a hexbin grid, and\u2026",
"category": "Risk",
"bucket": "Security, risk & protection"
},
{
"key": "analysis_viz_statistical",
"name": "Analysis Viz Statistical",
"desc": "Statistical visualization mode: box plots, density plots, ridgeline distributions, correlograms, and interactive Plotly box plots for numeric\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "analysis_viz_spatial",
"name": "Analysis Viz Spatial",
"desc": "Spatial visualization mode: Sankey flow diagrams, chord diagrams for category relationships, circular barplots, sunburst hierarchies, and wordclouds\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "analysis_viz_temporal",
"name": "Analysis Viz Temporal",
"desc": "Temporal visualization mode: calendar heatmaps of analysis activity, stream graphs, bump charts for ranking evolution, Plotly time series, and\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "analysis_viz_network",
"name": "Analysis Viz Network",
"desc": "Network visualization mode: force-directed graphs, arc diagrams, edge bundling, chord diagrams, and circular packing for analysis chain and category\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "analysis_viz_pipeline",
"name": "Analysis Viz Pipeline",
"desc": "Pipeline visualization mode: stacked timelines, force graphs, heat matrices, Sankey flow diagrams, and stream graphs showing analysis workflow and\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "analysis_viz_advanced",
"name": "Analysis Viz Advanced",
"desc": "Advanced visualization mode: 3D surface plots from grid/interpolation data, Plotly indicator dashboards, sunburst hierarchies, correlograms, and\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "analysis_viz_comparison",
"name": "Analysis Viz Comparison",
"desc": "Comparison visualization mode: feature count bars, processing time comparison, analysis type donuts, parallel coordinates, bump charts, and bubble\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "analysis_viz_overview",
"name": "Analysis Viz Overview",
"desc": "Overview visualization mode: feature distribution donuts, gauge metrics, lollipop category rankings, Plotly indicator dashboards, and feature label\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "analysis_viz_evacuation",
"name": "Analysis Viz Evacuation",
"desc": "Evacuation visualization mode: route capacity gauges, evacuation time timeline, population density treemaps, shelter capacity radar charts, route\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "analysis_viz_extraction",
"name": "Analysis Viz Extraction",
"desc": "Extraction visualization mode: extraction point risk gauges, route security timelines, threat proximity radar charts, insertion/extraction corridor\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "agent_labeling",
"name": "Agent Labeling",
"desc": "Intelligent map feature labeling with AI enhancement for buildings, roads, infrastructure, and all feature types",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "general_visualization",
"name": "General Visualization",
"desc": "General text-to-map visualization for abstract concepts",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "timeline_reconstruction",
"name": "Timeline Reconstruction",
"desc": "Animated timeline analysis and event reconstruction",
"category": "Temporal Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "gnge",
"name": "Gnge",
"desc": "Geospatial Narrative Generation Engine for terrain descriptions",
"category": "Narrative Generation",
"bucket": "Intelligence & OSINT"
},
{
"key": "country_highlight",
"name": "Country Highlight",
"desc": "Highlight specific countries and regional groups on map",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "alliance_highlight",
"name": "Alliance Highlight",
"desc": "Highlight countries by geopolitical alliance/bloc with per-group color coding, or custom per-country coloring",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "regional_dynamics_assessment",
"name": "Regional Dynamics Assessment",
"desc": "Assess relationship dynamics between countries in a region (alliances, adversaries, proxies, trade, sentiment)",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "legend_builder",
"name": "Legend Builder",
"desc": "Create, edit, and manage map legends with full customization including adding/removing legend items, changing colors and symbols, adding custom icons\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "conflict_early_warning",
"name": "Conflict Early Warning",
"desc": "Conflict early warning assessment generation using Perplexity conflict search data",
"category": "Early Warning",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_timeline",
"name": "GDELT Timeline",
"desc": "GDELT media-coverage timeline and trend analysis over days to years: charts how coverage of a topic, country, or actor evolved (volume by country\u2026",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_events_query",
"name": "GDELT Events Query",
"desc": "Query GDELT global events via BigQuery with CAMEO event codes, Goldstein scale scoring, actor filtering, bounding box spatial queries, and\u2026",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_conflict_events",
"name": "GDELT Conflict Events",
"desc": "Query GDELT specifically for conflict and violence events",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_unrest_monitor",
"name": "GDELT Unrest Monitor",
"desc": "Dedicated civil unrest, protest, and riot monitoring endpoint",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_hotspot_detection",
"name": "GDELT Hotspot Detection",
"desc": "Spatial clustering and hotspot identification from GDELT events",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_temporal_analysis",
"name": "GDELT Temporal Analysis",
"desc": "Time-series analysis of GDELT events",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_country_resolver",
"name": "GDELT Country Resolver",
"desc": "LLM-powered country name to FIPS 10-4 code resolution",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_cameo_lookup",
"name": "GDELT Cameo Lookup",
"desc": "CAMEO event code reference lookup",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_realtime",
"name": "GDELT Realtime",
"desc": "Real-time GDELT event monitoring for civil unrest, protests, riots, and conflict tracking",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdelt_actor_analysis",
"name": "GDELT Actor Analysis",
"desc": "GDELT actor network analysis with CAMEO codes and relationship mapping",
"category": "GDELT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_search",
"name": "Perplexity Search",
"desc": "Perplexity AI-powered deep web search with automatic location extraction, event parsing, geocoding, and GeoJSON generation",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_multi_language_search",
"name": "Perplexity Multi Language Search",
"desc": "Multi-language web search using Perplexity with Claude-powered query translation",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_lead_expansion",
"name": "Perplexity Lead Expansion",
"desc": "Lead article identification and investigative expansion search",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_movement_path_extraction",
"name": "Perplexity Movement Path Extraction",
"desc": "Extracts and geocodes explicit movement paths from articles",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_contested_zone_detection",
"name": "Perplexity Contested Zone Detection",
"desc": "Identifies contested zones from overlapping actor events in search results",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_temporal_movement_detection",
"name": "Perplexity Temporal Movement Detection",
"desc": "Detects movement patterns from same actor appearing at different geolocated positions across time-ordered events",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_conflict",
"name": "Perplexity Conflict",
"desc": "Conflict and threat intelligence web search with IDW interpolation heatmap grid",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_crime",
"name": "Perplexity Crime",
"desc": "Crime and policing intelligence web search with incident mapping",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_cyber",
"name": "Perplexity Cyber",
"desc": "Cyber warfare and threat intelligence web search with IODA internet outage data, Cloudflare Radar DDoS/BGP data, Shodan exposed device scanning, APT\u2026",
"category": "Cybersecurity",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_demographics",
"name": "Perplexity Demographics",
"desc": "Demographics and population intelligence web search with 8 composite indices, 13-factor unrest risk score, IDW interpolation heatmap, LLM-based\u2026",
"category": "Demographics",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "perplexity_economics",
"name": "Perplexity Economics",
"desc": "Economics and fiscal intelligence web search with 10 color metrics, 12-factor economic stress scoring, LLM-based currency/value validation\u2026",
"category": "Economics",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "perplexity_health",
"name": "Perplexity Health",
"desc": "Health and epidemic intelligence web search with WHO/ProMED/HealthMap integration, 15-factor epidemic early warning, disease outbreak tracking\u2026",
"category": "Health Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_risk",
"name": "Perplexity Risk",
"desc": "Comprehensive multi-domain risk intelligence web search with 16 risk category searches per location, multi-domain composite scoring, 20-factor early\u2026",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "infrastructure_risk_ranking",
"name": "Infrastructure Risk Ranking",
"desc": "Country-level infrastructure risk ranking that predicts which assets are most likely targeted next based on recent strikes, attacks, crime patterns",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "pattern_exposure",
"name": "Pattern Exposure",
"desc": "Where could be next: ranks the SURROUNDING assets by fit to the OBSERVED pattern of recent events for a chosen domain profile - strike/drone impacts\u2026",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "perplexity_border",
"name": "Perplexity Border",
"desc": "Border and frontier intelligence web search with bilateral analysis (both sides searched), disputed boundary polygons from Mapbox, multi-country\u2026",
"category": "Border Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_disputed",
"name": "Perplexity Disputed",
"desc": "Disputed territory intelligence with temporal analysis, territorial claims and sovereignty dispute tracking, de facto vs de jure control mapping\u2026",
"category": "Territorial Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_troop",
"name": "Perplexity Troop",
"desc": "Troop and force tracking web search across all force tiers (gangs, militia, rebels, PMC, military, coalition). 12 force tiers, per-location force\u2026",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_weapons",
"name": "Perplexity Weapons",
"desc": "Weapons and arms intelligence web search covering 11 weapon categories (small arms, heavy weapons, missiles, air defense, aircraft, naval, armored\u2026",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_asset_security",
"name": "Perplexity Asset Security",
"desc": "Physical asset security intelligence combining web search with real infrastructure tileset data",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "perplexity_early_warning",
"name": "Perplexity Early Warning",
"desc": "Multi-source early warning fusion intelligence web search",
"category": "Early Warning",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_terrorism",
"name": "Perplexity Terrorism",
"desc": "Comprehensive terrorism intelligence web search with cell networks, attack patterns, and actor network analysis",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "perplexity_regime_stability",
"name": "Perplexity Regime Stability",
"desc": "Regime stability intelligence web search with Perplexity-powered OSINT",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_actor_network",
"name": "Perplexity Actor Network",
"desc": "Actor network intelligence with relationship mapping across 12 actor tiers from lone actors to coalition alliances",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_intelligence",
"name": "Perplexity Intelligence",
"desc": "Strategic intelligence web search covering actors/networks, weapons flows and arms trafficking corridors, terror financing and sanctions evasion\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_security_threats",
"name": "Perplexity Security Threats",
"desc": "Security risk and threats intelligence web search with physical security assessment, threat actor profiling, operational security risks, force\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "perplexity_temporal",
"name": "Perplexity Temporal",
"desc": "Temporal trend analysis web search with period-over-period comparison, multilingual extraction, escalation/de-escalation classification, animation\u2026",
"category": "Temporal Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_websearch",
"name": "Perplexity Websearch",
"desc": "General-purpose location-aware web search with event extraction, multi-language support, movement path reconstruction, entity extraction, expansion\u2026",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "energy_blackout",
"name": "Energy Blackout",
"desc": "Power outages, internet blackouts, and energy infrastructure monitoring using IODA API, PowerOutage.us for US states, LLM-powered news search, global\u2026",
"category": "Infrastructure Monitoring",
"bucket": "Security, risk & protection"
},
{
"key": "cloudflare_radar",
"name": "Cloudflare Radar",
"desc": "Cyber attacks, BGP hijacks, internet intelligence, and DDoS monitoring using Cloudflare Radar API",
"category": "Cybersecurity",
"bucket": "Intelligence & OSINT"
},
{
"key": "combined_early_warning",
"name": "Combined Early Warning",
"desc": "Fused internet + threat situation correlating IODA internet outages/blackouts with Cloudflare Radar cyber attacks and BGP anomalies in a single answer",
"category": "Cybersecurity",
"bucket": "Intelligence & OSINT"
},
{
"key": "outage_map",
"name": "Outage Map",
"desc": "Global outage map: fused power/internet outage picture rendered ON THE MAP",
"category": "Infrastructure Monitoring",
"bucket": "Security, risk & protection"
},
{
"key": "asset_fire_monitor",
"name": "Asset Fire Monitor",
"desc": "Fire proximity alerts and asset protection from wildfires using NASA FIRMS integration",
"category": "Infrastructure Monitoring",
"bucket": "Security, risk & protection"
},
{
"key": "x_authority_discovery",
"name": "X Authority Discovery",
"desc": "X Authority Discovery Pipeline: LLM-generated targeted X search queries, exhaustive tweet pagination, Perplexity context supplementation\u2026",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "x_trends_woeid",
"name": "X Trends Woeid",
"desc": "X Trends by WOEID (Where On Earth ID) pipeline with information blackout detection",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "x_perplexity_bridge",
"name": "X Perplexity Bridge",
"desc": "X Authority to Perplexity Bridge with full drawing capabilities",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "x_perplexity_gdelt_sync",
"name": "X Perplexity GDELT Sync",
"desc": "X-GDELT-Perplexity Cross-Reference Sync Service",
"category": "Intelligence Fusion",
"bucket": "Intelligence & OSINT"
},
{
"key": "concurrent_multi_search",
"name": "Concurrent Multi Search",
"desc": "Concurrent multi-source intelligence search",
"category": "Intelligence Fusion",
"bucket": "Intelligence & OSINT"
},
{
"key": "intelligence_events_sweep",
"name": "Intelligence Events Sweep",
"desc": "Multi-source intelligence events sweep",
"category": "Intelligence Fusion",
"bucket": "Intelligence & OSINT"
},
{
"key": "x_boolean_search",
"name": "X Boolean Search",
"desc": "X Boolean Search Service using Grok (xAI) Live Search API",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "x_keyword_search",
"name": "X Keyword Search",
"desc": "Keyword Tweet Mapper using Twitter API v2 recent search",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "x_threat_troop",
"name": "X Threat Troop",
"desc": "X Threat Tracker Pipeline using full Twitter API v2 (paid tier)",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "country_risk_websearch",
"name": "Country Risk Websearch",
"desc": "Country Risk WebSearch Service",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "risk_websearch",
"name": "Risk Websearch",
"desc": "Consolidated Risk Intelligence System with auto-hierarchy detection (Country -> Provinces -> Districts -> Cities)",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "population_websearch",
"name": "Population Websearch",
"desc": "Population and Demographics Intelligence System",
"category": "Demographics",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "election_web_search",
"name": "Election Web Search",
"desc": "Election Intelligence Web Search with boundary integration",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "election_data",
"name": "Election Data",
"desc": "IPU Parliament Data Service fetching and processing parliamentary data from IPU Parline API",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "live_search",
"name": "Live Search",
"desc": "Live search using xAI SDK with web search and X search tools",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "single_article_extractor",
"name": "Single Article Extractor",
"desc": "Single article deep extraction service",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "deep_article_analyzer",
"name": "Deep Article Analyzer",
"desc": "Article Deep Analyzer - GDELT to Perplexity Pipeline",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "grok_web_search_extractor",
"name": "Grok Web Search Extractor",
"desc": "Grok-based web search location extractor with X/Twitter search and intelligent shape selection",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "openai_web_search_extractor",
"name": "Openai Web Search Extractor",
"desc": "OpenAI-powered web search location extractor",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "claude_web_search_extractor",
"name": "Claude Web Search Extractor",
"desc": "Claude-based web search location extractor with intelligent shape selection and drill-down geocoding",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "websearch_geofence_bridge",
"name": "Websearch Geofence Bridge",
"desc": "WebSearch to Geofence Bridge connecting OpenAI/Grok web search event extraction to unified geofence monitoring",
"category": "Early Warning",
"bucket": "Intelligence & OSINT"
},
{
"key": "mvt_tile_fetcher",
"name": "Mvt Tile Fetcher",
"desc": "Shared MVT Tile Fetcher providing centralized tile fetching with 404 blacklist caching, deduplication, and parallel fetch",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "mapbox_building_query",
"name": "Mapbox Building Query",
"desc": "Building footprints: mode \\\"nearest\\\"=N nearest footprints to a point (limit, radius_m); default=footprint of a named building/facility or area",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "mapbox_enrichment_service",
"name": "Mapbox Enrichment Service",
"desc": "Mapbox Enrichment Service for augmenting geocoded locations with actual geometries, nearby context, and real-time traffic",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "mapbox_features_query",
"name": "Mapbox Features Query",
"desc": "Mapbox Vector Tile multi-layer feature resolver",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "mapbox_incidents_service",
"name": "Mapbox Incidents Service",
"desc": "Mapbox Incidents Service for city-scale traffic incident detection with GDELT correlation",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "mapbox_landuse_query",
"name": "Mapbox Landuse Query",
"desc": "Mapbox Vector Tile land use zone resolver",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "mapbox_street_query",
"name": "Mapbox Street Query",
"desc": "Road geometry: mode \\\"nearest\\\"=N nearest roads to a point (limit, radius_m); street_name=ONE named road; default=ALL streets in a place",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "mapbox_terrain_query",
"name": "Mapbox Terrain Query",
"desc": "Mapbox Vector Tile terrain resolver",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "water_query",
"name": "Water Query",
"desc": "Water body tileset smart-find service",
"category": "Water Data",
"bucket": "Data layers on demand"
},
{
"key": "unified_mapbox_analysis_orchestrator",
"name": "Unified Mapbox Analysis Orchestrator",
"desc": "Unified Analysis Orchestrator chaining Unified Boundary Query (polygon-clipped geographic data) directly into any analysis module via a single API\u2026",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "unified_mapbox_data",
"name": "Unified Mapbox Data",
"desc": "Mapbox Unified Boundary Query fetching ALL geographic layers within a boundary in a single coordinated query",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "unified_traffic",
"name": "Unified Traffic",
"desc": "Unified Traffic Intelligence Service cross-referencing HERE Traffic API v7 + Mapbox Traffic + TomTom Incidents API v5",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "boundary_query",
"name": "Boundary Query",
"desc": "Generic Boundary Tileset Query Service querying any geobit-ai.*-all-boundaries vector tileset for administrative boundary polygons",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "boundary_search_blueprint",
"name": "Boundary Search Blueprint",
"desc": "Boundary Search Blueprint providing spatial search within boundaries",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "boundary_search",
"name": "Boundary Search",
"desc": "Find POIs/businesses of a category WITHIN a named area or drawn boundary ('warehouses inside this polygon",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "llm_boundary_manager",
"name": "Llm Boundary Manager",
"desc": "LLM-Powered Boundary Query Service (frontend JS)",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "llm_boundary_panel",
"name": "Llm Boundary Panel",
"desc": "LLM Boundary Panel UI (frontend JS)",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "display_boundaries",
"name": "Display Boundaries",
"desc": "Display administrative boundaries on map for specified locations",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "division_boundary_enrich",
"name": "Division Boundary Enrich",
"desc": "Enrich displayed administrative boundaries with point aggregation data",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "civil_unrest_street_mapper",
"name": "Civil Unrest Street Mapper",
"desc": "Civil Unrest Street Mapper combining traffic intelligence unrest detection with street geometry visualization",
"category": "Civil Unrest",
"bucket": "Security, risk & protection"
},
{
"key": "unrest_street_highlighter",
"name": "Unrest Street Highlighter",
"desc": "LLM-driven street query organization for unrest highlighting",
"category": "Civil Unrest",
"bucket": "Security, risk & protection"
},
{
"key": "pursuit_reconstruction",
"name": "Pursuit Reconstruction",
"desc": "Pursuit Reconstruction Engine for extracting and reconstructing police pursuit routes from news/social sources",
"category": "Public Safety",
"bucket": "Security, risk & protection"
},
{
"key": "pursuit_routes",
"name": "Pursuit Routes",
"desc": "On-demand pursuit reconstruction API endpoint",
"category": "Public Safety",
"bucket": "Security, risk & protection"
},
{
"key": "perplexity_event_reconstruction",
"name": "Perplexity Event Reconstruction",
"desc": "Reconstruct and visualize specific events, strikes, attacks, and incidents on a map with animated timeline",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "artillery_fires_analysis",
"name": "Artillery Fires Analysis",
"desc": "Artillery fire pattern analysis with impact zones, casualty estimates, and counter-battery assessment",
"category": "Conflict Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "artillery_range_fan",
"name": "Artillery Range Fan",
"desc": "Map source-reported tube/rocket artillery positions with modeled maximum-reach envelopes and explicit evidence coverage",
"category": "Conflict Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "air_defense_tracking",
"name": "Air Defense Tracking",
"desc": "Track and map air defense systems (S-300, S-400, Patriot, NASAMS, MANPADS), radar sites, engagement bubbles, no-fly zones, and SEAD prioritization",
"category": "Conflict Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "maneuver_fire_coordination",
"name": "Maneuver Fire Coordination",
"desc": "Build review-required maneuver and fire-support planning graphics from cited reporting and user-stated objectives",
"category": "Conflict Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "global_event_intelligence",
"name": "Global Event Intelligence",
"desc": "Broad event collection across configured GDELT, FIRMS, web, and AI-coded sources for conflict, unrest, political, humanitarian, environmental\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "file_timeline_reconstruction",
"name": "File Timeline Reconstruction",
"desc": "Extract and reconstruct event timelines from uploaded documents (PDF, JSON, CSV, EML, TXT, LOG, Markdown)",
"category": "Temporal Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "compass",
"name": "Compass",
"desc": "LLM Spatial Reasoning Framework providing structured prompts and utilities for LLM-based geospatial reasoning",
"category": "Spatial Intelligence",
"bucket": "Spatial analysis & statistics"
},
{
"key": "enhanced_geocoding_engine",
"name": "Enhanced Geocoding Engine",
"desc": "Enhanced Geocoding Engine combining OpenStreetMap, Google Places, and Google Geocoding for accurate military location extraction",
"category": "Geocoding",
"bucket": "Data layers on demand"
},
{
"key": "date_extraction_engine",
"name": "Date Extraction Engine",
"desc": "Advanced Multi-Lingual Date Extraction with Dynamic Source Assessment",
"category": "Data Extraction",
"bucket": "Intelligence & OSINT"
},
{
"key": "population_extraction_engine",
"name": "Population Extraction Engine",
"desc": "Centralized Population Data Extraction engine",
"category": "Data Extraction",
"bucket": "Intelligence & OSINT"
},
{
"key": "gov_travel_advisory_extractor",
"name": "Gov Travel Advisory Extractor",
"desc": "LLM-Driven Government Travel Requirements Extraction with dual-country support",
"category": "Travel Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "terror_finance_extractor",
"name": "Terror Finance Extractor",
"desc": "FININT Web Search for Terrorist/Criminal Financing Networks",
"category": "Financial Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "site_security_assessment",
"name": "Site Security Assessment",
"desc": "Site security assessment service for evaluating physical security posture of specific locations and facilities",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "site_threat_picture",
"name": "Site Threat Picture",
"desc": "SITE THREAT PICTURE: what threatens ONE location (an embassy, a mine, a government building, an office, a hotel, a point) and WHY, as one explained\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "covert_corridor",
"name": "Covert Corridor",
"desc": "COVERT CORRIDOR / MOVE UNDETECTED from A to B: plans a route between two named places or points that stays out of sight - the Mapbox DEM plus\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "access_egress_assessment",
"name": "Access Egress Assessment",
"desc": "Safe havens + access/egress around a SPECIFIC site, address or landmark: nearest police, airport, hospital, helipad, embassy and port, PLUS the\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "canvass_area",
"name": "Canvass Area",
"desc": "Hyper-granular AREA CANVASS around a specific location",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "vicinity_crawl",
"name": "Vicinity Crawl",
"desc": "GeoBit Search VICINITY CRAWL around a specific building / block / neighborhood: enumerates the NAMED GEOGRAPHY within the radius (every neighborhood\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "area_sitrep",
"name": "Area SITREP",
"desc": "HYPERLOCAL SITREP: one small area (a point, block, site, neighborhood or town - default 0.5 km radius, town-scale 2 km) over one SHORT window (last\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "temporal_flow",
"name": "Temporal Flow",
"desc": "TEMPORAL FLOW MAP / heatmap over time: WHEN one small area is active, hour by hour across the week, rendered as an animated H3 hex timelapse on the\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "road_watch",
"name": "Road Watch",
"desc": "ROAD / STRETCH-OF-ROAD WATCH: the user names a road, highway or stretch of road and wants it MONITORED - the road is traced into a real corridor from\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "area_callsheet",
"name": "Area Callsheet",
"desc": "INCIDENT CALL SHEET: one point or small area -> everyone an analyst can PHONE right now plus the institutional picture",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "area_recap",
"name": "Area Recap",
"desc": "Cheap one-shot RETROSPECTIVE for an area/facility over an arbitrary lookback window: \\\"what has gone on around here in the last 6 hours / 24 hours /\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "upcoming_protests",
"name": "Upcoming Protests",
"desc": "FORWARD-LOOKING protest / civil unrest picture for a city: announced protests, strikes, marches, rallies 1-14 days out",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "journey_risk_ahead",
"name": "Journey Risk Ahead",
"desc": "FORWARD cross-check of the org's upcoming journeys against announced planned events: journeys departing in the next 1-14 days matched against dated\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "geobit_daily_intel",
"name": "Geobit Daily Intel",
"desc": "GeoBit's OWN Daily Intelligence dataset for a COUNTRY (or the global picture): the analyst-extracted, geocoded incident set produced by GeoBit's\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "route_exposure",
"name": "Route Exposure",
"desc": "Executive protection route exposure profile for one specific route RIGHT NOW: live speeds vs free-flow (HERE/TomTom/Mapbox fused) along the line show\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "city_stability_grid",
"name": "City Stability Grid",
"desc": "Civil unrest / city stability picture from live road physics: ~2 km district cells scored on unrest-shaped disruption",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "checkpoint_map",
"name": "Checkpoint Map",
"desc": "Inferred control points + persistent obstructions from traffic recurrence history: the same unexplained queue/slowdown/closure recurring across\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "blockade_check",
"name": "Blockade Check",
"desc": "Live coordinated-blockade check: one live 3-source traffic sweep, then geometry over the unexplained closures - several simultaneous separated\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "country_disruption_rollup",
"name": "Country Disruption Rollup",
"desc": "National mobility ranking: parallel live traffic sweep of a country's principal cities, each scored on unrest signal + congestion + closure load and\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "border_crossing_intel",
"name": "Border Crossing Intel",
"desc": "BORDER CROSSING intelligence: wait estimate + risk ranking at a land border crossing, fused from live traffic physics on BOTH approach corridors\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "traffic_flow_map",
"name": "Traffic Flow Map",
"desc": "O-D FLOW MAP (flowmap.blue-style) from MEASURED travel times, for any city or road with provider coverage: city mode derives road gateways around the\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "terror_activity_intel",
"name": "Terror Activity Intel",
"desc": "RECENT TERRORIST ACTIVITY MAP: where terrorists/militants have struck recently in an area or country, plus the dangerous roads and danger zones that\u2026",
"category": "Counter-terrorism",
"bucket": "Intelligence & OSINT"
},
{
"key": "civil_unrest_intel",
"name": "Civil Unrest Intel",
"desc": "STREET-LEVEL CIVIL UNREST TRACKER with its own overlay workspace: extracts individual protest/riot/demonstration events from web news (Claude\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "city_scan",
"name": "City Scan",
"desc": "CITY SCAN - camera-driven quadrant threat sweep of a city ON THE MAP: the map camera flies into each quadrant of the city view, reads every RENDERED\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "entity_watch",
"name": "Entity Watch",
"desc": "Standing NAME watch on an organization, person, site or brand: continuously sweeps the news wire (Google News), the platform's ingested stores\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "threat_feed",
"name": "Threat Feed",
"desc": "LIVE THREAT FEED - breaking/current threats, attacks, unrest for a place or country; city-scale recaps over N days",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "telegram_social_monitor",
"name": "Telegram Social Monitor",
"desc": "Enhanced Telegram OSINT Monitor with GDELT Pattern + Actor/Unit Tracking + Location Boundaries",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "osint_blueprint",
"name": "OSINT Blueprint",
"desc": "OSINT Blueprint providing REST API endpoints for accessing web search sessions and events from the database",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "osint_network_bridge",
"name": "OSINT Network Bridge",
"desc": "OSINT to Network Analysis Bridge automatically converting web search extraction results into EntityRelationship records for link analysis and actor\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "osint_network_routes",
"name": "OSINT Network Routes",
"desc": "OSINT Network Bridge API Routes providing Flask blueprint endpoints for network analysis operations",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "multi_point_search",
"name": "Multi Point Search",
"desc": "Multi-point POI search for comparing points of interest across multiple geographic areas",
"category": "Business Intelligence",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "zonal_statistics_search",
"name": "Zonal Statistics Search",
"desc": "Zonal Statistics Search Service with LLM-powered data collection and aggregation",
"category": "Spatial Statistics",
"bucket": "Spatial analysis & statistics"
},
{
"key": "area_social_map",
"name": "Area Social Map",
"desc": "Area-based social media monitoring with X/Twitter analysis",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "surveillance_camera_likelihood",
"name": "Surveillance Camera Likelihood",
"desc": "WHERE COULD THERE BE CAMERAS: the surveillance camera layer with the INFERRED building likelihood on - every Mapbox building footprint tinted very\u2026",
"category": "Security Infrastructure",
"bucket": "Spatial analysis & statistics"
},
{
"key": "surveillance_cameras",
"name": "Surveillance Cameras",
"desc": "Surveillance cameras, licence-plate readers (ALPR), gunshot detectors and guard posts mapped in OpenStreetMap (ODbL) - global point layer coloured by\u2026",
"category": "Security Infrastructure",
"bucket": "Spatial analysis & statistics"
},
{
"key": "airports",
"name": "Airports",
"desc": "Airport infrastructure including runways and terminals",
"category": "Transportation Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "railways",
"name": "Railways",
"desc": "Railway network including tracks and stations",
"category": "Transportation Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "transit",
"name": "Transit",
"desc": "Public transit systems including bus and metro",
"category": "Transportation Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "bridges",
"name": "Bridges",
"desc": "Bridge and viaduct infrastructure",
"category": "Transportation Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "ferry",
"name": "Ferry",
"desc": "Ferry routes and terminals",
"category": "Transportation Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "aerialway",
"name": "Aerialway",
"desc": "Cable cars, gondolas, and chair lifts",
"category": "Transportation Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "boundaries_universal",
"name": "Boundaries Universal",
"desc": "Universal administrative boundaries for all countries",
"category": "Administrative",
"bucket": "Data layers on demand"
},
{
"key": "boundaries_country",
"name": "Boundaries Country",
"desc": "Country-specific boundaries using 2-letter codes (US, FR, KE, etc.)",
"category": "Administrative",
"bucket": "Data layers on demand"
},
{
"key": "power",
"name": "Power",
"desc": "Power grid including lines, substations, and plants",
"category": "Utilities Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "conflicts",
"name": "Conflicts",
"desc": "Conflict events + country retrospectives ('what has been happening in <country>",
"category": "Conflict Infrastructure",
"bucket": "Command, control & operations"
},
{
"key": "utilities",
"name": "Utilities",
"desc": "Utility pipelines, poles, and networks",
"category": "Utilities Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "communication",
"name": "Communication",
"desc": "Communication lines, poles, towers, and mobile towers",
"category": "Utilities Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "towers",
"name": "Towers",
"desc": "Various tower infrastructure (bell, cooling, defensive, observation)",
"category": "Utilities Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "datacenters",
"name": "Datacenters",
"desc": "Global datacenter locations from Mapbox tileset (~6,131 points worldwide)",
"category": "Utilities Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "worldpop_density",
"name": "Worldpop Density",
"desc": "WorldPop 2026 gridded population density from Mapbox tilesets - global 1km cells (51.2M) plus South Africa 100m cells (16.1M), each carrying\u2026",
"category": "Settlements",
"bucket": "Data layers on demand"
},
{
"key": "nightlights",
"name": "Nightlights",
"desc": "Nighttime lights 1992-2024 from the harmonized DMSP and VIIRS satellite record - shows where there is electric light on the ground as a proxy for\u2026",
"category": "Settlements",
"bucket": "Data layers on demand"
},
{
"key": "mineral_sites",
"name": "Mineral Sites",
"desc": "Mineral sites from the USGS Mineral Resources Data System - about 305,000 deposits, mines, prospects and occurrences worldwide, filterable by\u2026",
"category": "Settlements",
"bucket": "Data layers on demand"
},
{
"key": "urban_growth",
"name": "Urban Growth",
"desc": "Urban growth over time - JRC GHSL multi-temporal urban centre boundaries, 21,777 cities across 26 epochs from 1975 to 2100, with population and\u2026",
"category": "Settlements",
"bucket": "Data layers on demand"
},
{
"key": "worldpop_demographics",
"name": "Worldpop Demographics",
"desc": "Age and sex structure from WorldPop 2026 for South Africa at 1km - children under 15, youth 15-24, working age 25-64, elderly 65+, males 15-44, women\u2026",
"category": "Settlements",
"bucket": "Data layers on demand"
},
{
"key": "saps_crime",
"name": "Saps Crime",
"desc": "Official South African Police Service crime statistics mapped by police precinct (1,167 precincts, FY2025/26) - murder, rape, assault, aggravated\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "global_crime",
"name": "Global Crime",
"desc": "Global crime choropleth - intentional-homicide rate per 100,000 for 195 countries from the UNODC series, with trend vs each country's previous report\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "worldpop_choropleth",
"name": "Worldpop Choropleth",
"desc": "Population choropleth - WorldPop 2026 grid cells summed into administrative divisions (region, district, locality) or H3 hexbins, colour-coded by\u2026",
"category": "Settlements",
"bucket": "Data layers on demand"
},
{
"key": "waste",
"name": "Waste",
"desc": "Waste management and recycling facilities",
"category": "Utilities Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "water",
"name": "Water",
"desc": "Water infrastructure including dams and reservoirs",
"category": "Water Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "ports",
"name": "Ports",
"desc": "Port infrastructure including ferry, fishing, industrial, and leisure ports",
"category": "Water Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "piers",
"name": "Piers",
"desc": "Piers, docks, and harbor infrastructure",
"category": "Water Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "shipping_lanes",
"name": "Shipping Lanes",
"desc": "Major shipping routes and ports",
"category": "Water Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "sea_cables",
"name": "Sea Cables",
"desc": "Underwater communication and power cables",
"category": "Water Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "bathymetry",
"name": "Bathymetry",
"desc": "Ocean depth and undersea features",
"category": "Water Infrastructure",
"bucket": "Data layers on demand"
},
{
"key": "submarine_route_planner",
"name": "Submarine Route Planner",
"desc": "Depth-optimized submarine route planning with thermocline bands and acoustic hiding zones",
"category": "Maritime Security",
"bucket": "Security, risk & protection"
},
{
"key": "vessel_draft_analysis",
"name": "Vessel Draft Analysis",
"desc": "Vessel draft vs depth analysis for port approach and channel navigation",
"category": "Maritime Logistics",
"bucket": "Command, control & operations"
},
{
"key": "undersea_cable_vulnerability",
"name": "Undersea Cable Vulnerability",
"desc": "Submarine cable vulnerability assessment based on bathymetry depth and geological risk",
"category": "Infrastructure Security",
"bucket": "Security, risk & protection"
},
{
"key": "naval_mine_warfare",
"name": "Naval Mine Warfare",
"desc": "Naval mine warfare zone classification by depth \u2014 contact, moored, bottom, influence, and CAPTOR mines",
"category": "Maritime Security",
"bucket": "Security, risk & protection"
},
{
"key": "acoustic_asw_analysis",
"name": "Acoustic ASW Analysis",
"desc": "Anti-submarine warfare acoustic propagation analysis \u2014 sonar coverage, convergence zones, shadow zones",
"category": "Maritime Security",
"bucket": "Security, risk & protection"
},
{
"key": "tsunami_surge_propagation",
"name": "Tsunami Surge Propagation",
"desc": "Tsunami and storm surge wave propagation modeling with shoaling amplification and coastal risk",
"category": "Disaster Response",
"bucket": "Security, risk & protection"
},
{
"key": "mozambique_settlements",
"name": "Mozambique Settlements",
"desc": "Settlements, towns, and villages in Mozambique",
"category": "Settlements",
"bucket": "Data layers on demand"
},
{
"key": "agriculture",
"name": "Agriculture",
"desc": "Agricultural land including farmland and meadows",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "residential",
"name": "Residential",
"desc": "Residential areas and housing",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "parks",
"name": "Parks",
"desc": "Parks and recreational areas",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "education",
"name": "Education",
"desc": "Educational facilities including schools and universities",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "medical",
"name": "Medical",
"desc": "Medical facilities including hospitals and clinics",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "military",
"name": "Military",
"desc": "Military installations and training areas",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "religious",
"name": "Religious",
"desc": "Religious sites including churches and temples",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "campground",
"name": "Campground",
"desc": "Camping areas and RV parks",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "construction",
"name": "Construction",
"desc": "Construction sites and development zones",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "developed",
"name": "Developed",
"desc": "Commercial and industrial areas",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "golf",
"name": "Golf",
"desc": "Golf courses and fairways",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "horticulture",
"name": "Horticulture",
"desc": "Plant nurseries, orchards, and vineyards",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "landfill",
"name": "Landfill",
"desc": "Landfills and waste disposal sites",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "pedestrian_areas",
"name": "Pedestrian Areas",
"desc": "Walking paths and pedestrian malls",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "winter_sports",
"name": "Winter Sports",
"desc": "Ski areas and snow parks",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "managed_grass",
"name": "Managed Grass",
"desc": "Managed grass areas and lawns",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "protected_land",
"name": "Protected Land",
"desc": "National parks and reserves",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "resource_extraction",
"name": "Resource Extraction",
"desc": "Quarries and logging areas",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "forests",
"name": "Forests",
"desc": "Forest areas and woods",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "trees",
"name": "Trees",
"desc": "Individual trees and tree rows",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "grassland",
"name": "Grassland",
"desc": "Grassland areas and meadows",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "desert",
"name": "Desert",
"desc": "Desert and arid regions",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "sand",
"name": "Sand",
"desc": "Beach areas and sand dunes",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "rock",
"name": "Rock",
"desc": "Rock areas and stone formations",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "glaciers",
"name": "Glaciers",
"desc": "Glacier areas and ice fields",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "wetlands",
"name": "Wetlands",
"desc": "Wetlands, marshes, and bogs",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "reefs",
"name": "Reefs",
"desc": "Coral reefs and marine ecosystems",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "shrubs",
"name": "Shrubs",
"desc": "Heath, scrub, and shrub features",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "physical_land",
"name": "Physical Land",
"desc": "Mountains, hills, valleys, and ridges",
"category": "Natural Features",
"bucket": "Data layers on demand"
},
{
"key": "places_east",
"name": "Places East",
"desc": "Enhanced places data for eastern regions",
"category": "Places",
"bucket": "Data layers on demand"
},
{
"key": "places_west",
"name": "Places West",
"desc": "Enhanced places data for western regions",
"category": "Places",
"bucket": "Data layers on demand"
},
{
"key": "network_speed",
"name": "Network Speed",
"desc": "Global fixed and mobile network performance",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "pedestrian",
"name": "Pedestrian",
"desc": "Pedestrian infrastructure including crossings and benches",
"category": "Infrastructure",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "manholes",
"name": "Manholes",
"desc": "Drain, manhole, and sewer features",
"category": "Infrastructure",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "barriers",
"name": "Barriers",
"desc": "Barriers, walls, and fences",
"category": "Infrastructure",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "airspace",
"name": "Airspace",
"desc": "Airspace boundaries and flight zones",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "intent_extractor",
"name": "Intent Extractor",
"desc": "Satellite imagery intent extraction (reserved for explicit satellite requests only)",
"category": "Satellite",
"bucket": "Data layers on demand"
},
{
"key": "isochrone_analysis",
"name": "Isochrone Analysis",
"desc": "Isochrone/travel-time reachability analysis",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "custom_routing",
"name": "Custom Routing",
"desc": "Driving, walking, or cycling directions and route calculation between two or more locations",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "path_enumeration",
"name": "Path Enumeration",
"desc": "Enumerate all possible paths between points",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "rooftop_solar_analysis",
"name": "Rooftop Solar Analysis",
"desc": "Rooftop solar panel placement and potential analysis",
"category": "Renewable Energy",
"bucket": "Terrain, environment & weather"
},
{
"key": "traveling_salesman_analysis",
"name": "Traveling Salesman Analysis",
"desc": "Traveling salesman route optimization",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "mining_terrain_analysis",
"name": "Mining Terrain Analysis",
"desc": "Mining terrain cost-benefit analysis (alias for mining CBA)",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "agent_simulation",
"name": "Agent Simulation",
"desc": "LLM-driven agent-based modeling and patrol simulation",
"category": "Simulation",
"bucket": "Command, control & operations"
},
{
"key": "air_quality_intelligence",
"name": "Air Quality Intelligence",
"desc": "Air quality index, pollution levels, PM2.5/PM10 data",
"category": "Environmental",
"bucket": "Terrain, environment & weather"
},
{
"key": "boundary_clip",
"name": "Boundary Clip",
"desc": "Fetch and display city/country boundary polygons with optional clipping",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "boundary_style",
"name": "Boundary Style",
"desc": "Change boundary color, opacity, stroke, and fill styles",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "weather_radar",
"name": "Weather Radar",
"desc": "Live NEXRAD weather radar overlay with auto-refresh, tropical cyclones, severe weather",
"category": "Weather",
"bucket": "Data layers on demand"
},
{
"key": "flight_query",
"name": "Flight Query",
"desc": "Real-time flight and aircraft tracking queries",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "satellite_tracking",
"name": "Satellite Tracking",
"desc": "Live satellite position tracking and orbit display (ISS, Starlink, GPS/GNSS, military, weather constellations) on the Overwatch tracking bar - where\u2026",
"category": "Satellite",
"bucket": "Data layers on demand"
},
{
"key": "force_projection",
"name": "Force Projection",
"desc": "Full-spectrum military force projection analysis across land, air, and sea domains",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "geobit_equations",
"name": "Geobit Equations",
"desc": "GeoBit mathematical conflict equations (CEWSE, CPE, CSPE, UWTIE, GMTE, etc.)",
"category": "Predictive Analytics",
"bucket": "Intelligence & OSINT"
},
{
"key": "global_conflict_overview",
"name": "Global Conflict Overview",
"desc": "Overview of all ongoing armed conflicts worldwide from Wikipedia",
"category": "Conflict",
"bucket": "Intelligence & OSINT"
},
{
"key": "goal_agent_suggest",
"name": "Goal Agent Suggest",
"desc": "High-level strategic goal suggestions requiring 5+ capability combinations",
"category": "Decision Support",
"bucket": "Command, control & operations"
},
{
"key": "gis_analyst",
"name": "Gis Analyst",
"desc": "Autonomous GIS analyst for multi-step or judgment-requiring geospatial analysis: selects datasets, runs server-side analyses, explains its reasoning",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "map_state_report",
"name": "Map State Report",
"desc": "Describe what is currently on the map: layers, feature counts, open tilesets, recent analyses, clutter assessment, and any mismatch between what the\u2026",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "map_story_mode",
"name": "Map Story Mode",
"desc": "Present the current map as a narrative story: group the visible layers into a few narrative acts with headlines, hide layers that clutter the story\u2026",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "coverage_check",
"name": "Coverage Check",
"desc": "Coverage honesty grade for an area: how well the platform can actually SEE it (reporting density, source diversity, freshness) as a grade A-D, so a\u2026",
"category": "Conflict Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "site_exposure_score",
"name": "Site Exposure Score",
"desc": "Site exposure score for every protected site (the user's watched AOIs / sites): severity-weighted, time-decayed incidents inside 5 / 10 / 25 km\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "adversary_coa",
"name": "Adversary COA",
"desc": "Red-team adversary courses of action for an allied client: what a named adversary (China / PRC, Russia, Iran, DPRK, Houthis, ISIS, a named group)\u2026",
"category": "Conflict Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "supplier_spof",
"name": "Supplier Spof",
"desc": "Supplier single-point-of-failure map from a supplier layer or sheet (name, tier, category, country, address or coordinates): geolocates suppliers\u2026",
"category": "Logistics",
"bucket": "Command, control & operations"
},
{
"key": "analyze_target",
"name": "Analyze Target",
"desc": "Vague ask about a SPECIFIC thing on the map when no analysis is named: the user has selected a feature / attribute-table row or names one ('is this\u2026",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "conflict_movement",
"name": "Conflict Movement",
"desc": "Full battlefield picture for a conflict area: faction zones (who holds what), front lines between factions, contested zones, movement velocity\u2026",
"category": "Conflict Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "intelligent_map_analysis",
"name": "Intelligent Map Analysis",
"desc": "Multi-step autonomous intelligent analysis of current map data",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "mapbox_unified_query",
"name": "Mapbox Unified Query",
"desc": "Get all Mapbox geographic data layers in one unified query",
"category": "Mapbox Data",
"bucket": "Data layers on demand"
},
{
"key": "maritime_query",
"name": "Maritime Query",
"desc": "Real-time AIS vessel tracking, port activity, and maritime route queries",
"category": "Maritime",
"bucket": "Routes, mobility & transport"
},
{
"key": "vessel_sat_e",
"name": "Vessel Sat E",
"desc": "Satellite-estimated vessel position (SAT-E) when vessel is out of AIS range",
"category": "Maritime",
"bucket": "Routes, mobility & transport"
},
{
"key": "vessel_timelapse",
"name": "Vessel Timelapse",
"desc": "Animated deck.gl vessel timelapse replay of historical AIS data with TripsLayer animated trails, real-time vessel position interpolation, playback\u2026",
"category": "Maritime",
"bucket": "Routes, mobility & transport"
},
{
"key": "multi_boundary_choropleth",
"name": "Multi Boundary Choropleth",
"desc": "Color-coded choropleth map across administrative boundaries",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "perplexity_agriculture_search",
"name": "Perplexity Agriculture Search",
"desc": "Perplexity-powered agriculture, food security, and farming intelligence",
"category": "Food Security & Agriculture",
"bucket": "Terrain, environment & weather"
},
{
"key": "perplexity_city_boundary_search",
"name": "Perplexity City Boundary Search",
"desc": "Sub-city neighborhood boundaries with associated data overlays",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "perplexity_maritime_search",
"name": "Perplexity Maritime Search",
"desc": "Perplexity-powered maritime vessel, piracy, and naval intelligence",
"category": "Maritime",
"bucket": "Routes, mobility & transport"
},
{
"key": "radicalization_tracking",
"name": "Radicalization Tracking",
"desc": "External online recruitment and propaganda reporting search",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "satellite_imagery",
"name": "Satellite Imagery",
"desc": "Sentinel-2 satellite imagery and spectral analysis (NDVI, NDWI, land cover)",
"category": "Satellite",
"bucket": "Data layers on demand"
},
{
"key": "strike_vector_visualization",
"name": "Strike Vector Visualization",
"desc": "Strike origin-to-impact vector visualization with weapon system tracking and multi-source OSINT corroboration",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "fluidity_analysis",
"name": "Fluidity Analysis",
"desc": "Conflict zone fluidity analysis - measures how rapidly front lines, control zones, and areas of influence are shifting across 6 dimensions\u2026",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "battle_damage_assessment",
"name": "Battle Damage Assessment",
"desc": "Evidence-qualified post-strike physical and functional damage assessment",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "tactical_ai_threat",
"name": "Tactical AI Threat",
"desc": "Evidence-qualified modeled tactical assessment of likely adversary axes, objectives, concentrations, and courses of action",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "osint_corroboration",
"name": "OSINT Corroboration",
"desc": "Multi-source OSINT corroboration and verification across Twitter/X, YouTube, Reddit, GDELT, FIRMS satellite, and Telegram",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "drone_attack_reconstruction",
"name": "Drone Attack Reconstruction",
"desc": "Drone/UAV attack reconstruction with flight corridors, range fans, strike vectors, and infrastructure impact assessment",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "terror_network_mapper",
"name": "Terror Network Mapper",
"desc": "Terror organization global presence mapping and operational footprint",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "military_coordination_analysis",
"name": "Military Coordination Analysis",
"desc": "OSINT military coordination & tactical observation analysis - tracks force coordination, naval/air/ground movements, logistics flows, OOB\u2026",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "terrorism_coordination_analysis",
"name": "Terrorism Coordination Analysis",
"desc": "Retrospective terrorism coordination tracking - documented cell networks, reported attacks, exposed financing, weapons seizures, tracked\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "civil_unrest_coordination_analysis",
"name": "Civil Unrest Coordination Analysis",
"desc": "Social media-driven civil unrest coordination analysis - tracks protest mobilization via X/Twitter/Facebook/TikTok, hashtag cascades, influencer\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "travel_risk_assessment",
"name": "Travel Risk Assessment",
"desc": "Travel risk intelligence by destination and nationality, including VIP/executive-protection travel: official government advisories (State Dept, FCDO\u2026",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "un_comtrade_search",
"name": "UN Comtrade Search",
"desc": "UN Comtrade international trade data with optional AIS vessel correlation",
"category": "Economic",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "satphone_coverage",
"name": "Satphone Coverage",
"desc": "Satellite phone provider coverage choropleth (Iridium, Thuraya, Inmarsat, Globalstar) with per-country shading, phone models, and provider metadata",
"category": "Communications",
"bucket": "Command, control & operations"
},
{
"key": "weather_grid_intelligence",
"name": "Weather Grid Intelligence",
"desc": "Weather grid visualization across multiple cities (temperature, humidity, wind, pressure)",
"category": "Environmental",
"bucket": "Terrain, environment & weather"
},
{
"key": "weather_intelligence",
"name": "Weather Intelligence",
"desc": "Weather forecasts, temperature, wind, precipitation, and storm data",
"category": "Environmental",
"bucket": "Terrain, environment & weather"
},
{
"key": "youtube_search",
"name": "Youtube Search",
"desc": "YouTube geolocated video intelligence search with conflict category filtering",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "youtube_transcript",
"name": "Youtube Transcript",
"desc": "YouTube video transcript extraction and analysis",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "situational_awareness",
"name": "Situational Awareness",
"desc": "Comprehensive full-spectrum situational awareness evaluation of a country, region, or city across 14 domains (security, crime, terrorism, civil\u2026",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_conflict_search",
"name": "Perplexity Conflict Search",
"desc": "Conflict event search, mapping and country retrospectives ('what has been happening in <country>",
"category": "Conflict",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_troop_search",
"name": "Perplexity Troop Search",
"desc": "Perplexity-powered troop movement and military deployment search",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "troop_movement_analysis",
"name": "Troop Movement Analysis",
"desc": "Global troop movement analysis with animated movement arrows, strike vectors, convex hull activity areas, route reconstruction, time-lapse replay\u2026",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_weapons_search",
"name": "Perplexity Weapons Search",
"desc": "Perplexity-powered weapons, arms, and capabilities intelligence",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_asset_security_search",
"name": "Perplexity Asset Security Search",
"desc": "Physical asset security search with infrastructure proximity analysis",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "perplexity_early_warning_search",
"name": "Perplexity Early Warning Search",
"desc": "Multi-source early warning fusion search with 8 signal categories and 10 escalation metrics",
"category": "Early Warning",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_terrorism_search",
"name": "Perplexity Terrorism Search",
"desc": "Terrorism intelligence search with cell networks, actor graphs, and 10 threat metrics",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "perplexity_intelligence_search",
"name": "Perplexity Intelligence Search",
"desc": "Perplexity-powered general intelligence briefs and reporting",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_temporal_search",
"name": "Perplexity Temporal Search",
"desc": "Perplexity-powered temporal/timeline event search",
"category": "Temporal Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_risk_search",
"name": "Perplexity Risk Search",
"desc": "Perplexity-powered operational risk intelligence search",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "perplexity_disputed_territories",
"name": "Perplexity Disputed Territories",
"desc": "Perplexity-powered disputed territory and sovereignty analysis",
"category": "Territorial Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_economics_search",
"name": "Perplexity Economics Search",
"desc": "Perplexity-powered economic conditions and sanctions intelligence",
"category": "Economic",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "perplexity_demographics_search",
"name": "Perplexity Demographics Search",
"desc": "Perplexity-powered demographics and ethnic composition search",
"category": "Demographics",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "perplexity_health_search",
"name": "Perplexity Health Search",
"desc": "Perplexity-powered disease outbreak and health threat search",
"category": "Health Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_crime_search",
"name": "Perplexity Crime Search",
"desc": "Perplexity-powered crime, gang activity, and drug trafficking intelligence",
"category": "Public Safety",
"bucket": "Security, risk & protection"
},
{
"key": "perplexity_security_threats_search",
"name": "Perplexity Security Threats Search",
"desc": "Perplexity-powered physical security threats, threat actor profiling, and force protection intelligence",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "military_intelligence",
"name": "Military Intelligence",
"desc": "Multi-source military intelligence fusion search",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "military_intelligence_search",
"name": "Military Intelligence Search",
"desc": "Multi-source military intelligence fusion search with force disposition, kinetic ops, ISR/SIGINT, logistics, terrorism, gov/authority, cyber\u2026",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "ep_protection",
"name": "Executive Protection Protection",
"desc": "Executive Protection Suite - Secret Service-grade AI-powered protection planning with temporal threat analysis (6mo/2wk/1wk/48hr), force sizing\u2026",
"category": "Executive Protection",
"bucket": "Security, risk & protection"
},
{
"key": "executive_protection",
"name": "Executive Protection",
"desc": "Executive Protection Suite - comprehensive executive protection planning with threat analysis, force sizing, routing, safe houses",
"category": "Executive Protection",
"bucket": "Security, risk & protection"
},
{
"key": "predictive_threat_forecast",
"name": "Predictive Threat Forecast",
"desc": "Predictive Threat Intelligence - forward-looking prediction for any domain (terrorism, civil unrest, conflict, crime, protests, escalation) with\u2026",
"category": "Predictive Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "predict_threats",
"name": "Predict Threats",
"desc": "Predict future threats, attacks, civil unrest, conflict escalation for any location",
"category": "Predictive Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_border_search",
"name": "Perplexity Border Search",
"desc": "Perplexity-powered cross-border dynamics and militant movement search",
"category": "Border Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_regime_stability_search",
"name": "Perplexity Regime Stability Search",
"desc": "Perplexity-powered regime stability and coup risk intelligence",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "multi_lingual_conflict_search",
"name": "Multi Lingual Conflict Search",
"desc": "Multi-language conflict search across Arabic, French, Russian, and other sources",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "authoritative_x_search",
"name": "Authoritative X Search",
"desc": "Authority-scored X/Twitter search for verified reports and credible sources",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "woeid_x_trends",
"name": "Woeid X Trends",
"desc": "X/Twitter trending topics by WOEID location",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "x_gdelt_sync",
"name": "X GDELT Sync",
"desc": "Cross-reference X/Twitter posts with GDELT event data",
"category": "Intelligence Fusion",
"bucket": "Intelligence & OSINT"
},
{
"key": "deep_article_analysis",
"name": "Deep Article Analysis",
"desc": "Deep analysis and intelligence extraction from news articles",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "population_search",
"name": "Population Search",
"desc": "Population density and distribution web search with mapping",
"category": "Demographics",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "shodan_network_recon",
"name": "Shodan Network Recon",
"desc": "Shodan network reconnaissance for exposed devices, SCADA, and IoT",
"category": "Cybersecurity",
"bucket": "Intelligence & OSINT"
},
{
"key": "grg_generator",
"name": "GRG Generator",
"desc": "GRG Generator - Grid Reference Graphic over an objective: numbered buildings on the Mapbox footprints, an MGRS grid, reference points, annotations\u2026",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "dz_carp_calculator",
"name": "Dz Carp Calculator",
"desc": "DZ / CARP Calculator - drop zone suitability (slope, obstacles) and the computed air release point for static-line, HALO and HAHO drops with wind\u2026",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "salute_report",
"name": "Salute Report",
"desc": "SALUTE spot report builder - Size, Activity, Location, Unit, Time, Equipment reports pinned on the map with MGRS, freshness colouring and export",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "illumination_planner",
"name": "Illumination Planner",
"desc": "Illumination Planner - sun and moon rise / set, moon phase and illumination percentage, twilight and NVG windows for a place and date",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "ravine_ridge_analysis",
"name": "Ravine Ridge Analysis",
"desc": "Ravine and Ridge Analysis - drainage lines, ridgelines, saddles and defiles from the DEM around a place",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "sensor_placement",
"name": "Sensor Placement",
"desc": "Sensor Placement - candidate sensor / observation post sites scored across a drawn box (elevation, slope, distance to roads / water / buildings, land\u2026",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "concealment_routing",
"name": "Concealment Routing",
"desc": "Covert movement routing that avoids surveillance, open terrain, and high-visibility areas",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "supply_line_optimization",
"name": "Supply Line Optimization",
"desc": "Multi-vehicle supply convoy route optimization with threat avoidance",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "comprehensive_road_analysis",
"name": "Comprehensive Road Analysis",
"desc": "Road network analysis with buffer zones, classification, and network statistics",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "path_interception_analysis",
"name": "Path Interception Analysis",
"desc": "Pursuit and interception route planning for law enforcement and security",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "urban_mobility_vulnerability",
"name": "Urban Mobility Vulnerability",
"desc": "Urban mobility vulnerability analysis \u2014 critical infrastructure, high-density areas, transit bottlenecks",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "ev_charger_routing",
"name": "Ev Charger Routing",
"desc": "EV charging station discovery and optimal routing for electric vehicles",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "cross_city_transit_analysis",
"name": "Cross City Transit Analysis",
"desc": "Compare transit networks and modal distribution between two cities",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "transit_mode_distribution",
"name": "Transit Mode Distribution",
"desc": "Analyze transit stops by mode (bus, rail, ferry, metro) in an area",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "transit_system_analysis",
"name": "Transit System Analysis",
"desc": "Network-specific transit system evaluation (metro, rail, bus routes)",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "transit_hierarchy_analysis",
"name": "Transit Hierarchy Analysis",
"desc": "Transit hierarchy analysis \u2014 stations, stops, entrances, connectivity",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "network_specific_evaluation",
"name": "Network Specific Evaluation",
"desc": "Transit network geographic coverage, connectivity, and centrality analysis",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "surveillance_detection_routes",
"name": "Surveillance Detection Routes",
"desc": "Counter-surveillance route planning with SDR detection and evasion patterns",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "personnel_recovery",
"name": "Personnel Recovery",
"desc": "SERE and personnel recovery route planning \u2014 evasion corridors, recovery points, contingency routes",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "emergency_response_coordination",
"name": "Emergency Response Coordination",
"desc": "Emergency response coordination \u2014 crisis routing, resource dispatch, casualty collection",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "patrol_route_optimization",
"name": "Patrol Route Optimization",
"desc": "Dynamic patrol route generation with coverage analysis, crime data integration, randomized timing, and optimized area coverage",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "security_tour_planner",
"name": "Security Tour Planner",
"desc": "Multi-vehicle military and security tour planning with road-following optimization",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "convoy_coordination",
"name": "Convoy Coordination",
"desc": "Multi-agent VIP convoy coordination with escort synchronization and threat avoidance",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "convoy_isochrone",
"name": "Convoy Isochrone",
"desc": "Convoy reachability isochrone analysis factoring in speed, terrain, and threat",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "reachability_analysis",
"name": "Reachability Analysis",
"desc": "Geographic reachability analysis for command and control operations and logistics",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "route_risk_ranking",
"name": "Route Risk Ranking",
"desc": "OSINT-based multi-route risk ranking with segment-by-segment threat scoring",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "route_segment_risk",
"name": "Route Segment Risk",
"desc": "Dangerous stretches for a principal on the move - cuts an A-to-B (or on-map) route into 2-5 km stretches and scores each from live corridor threats\u2026",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "site_suitability_score",
"name": "Site Suitability Score",
"desc": "BEST PLACES / SAFEST or MOST DANGEROUS AREAS map for an area - scores a grid or the land plots of a place against any critical-infrastructure family\u2026",
"category": "Planning",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "route_threats",
"name": "Route Threats",
"desc": "Corridor threat enumeration - lists all threats along a fixed route, pipeline, or A-to-B corridor within a buffer distance (vs route_risk_ranking\u2026",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "route_traffic_assessment",
"name": "Route Traffic Assessment",
"desc": "Roadblock/checkpoint reports on a named A-to-B road over a time window plus traffic-aware route assessment. \" \"Live vs typical vs seasonal-adjusted\u2026",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "airports_helipads_analysis",
"name": "Airports Helipads Analysis",
"desc": "Airport, runway, and helipad analysis for route planning and air ops",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "carver_analysis",
"name": "CARVER Analysis",
"desc": "CARVER matrix analysis \u2014 Criticality, Accessibility, Recuperability, Vulnerability, Effect, Recognizability",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "ooda_analysis",
"name": "Ooda Analysis",
"desc": "OODA Loop analysis \u2014 Observe, Orient, Decide, Act decision cycle assessment",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "mett_tc_analysis",
"name": "Mett Tc Analysis",
"desc": "METT-TC analysis \u2014 Mission, Enemy, Terrain, Troops, Time, Civilian considerations",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "smeac_analysis",
"name": "Smeac Analysis",
"desc": "SMEAC operations order format \u2014 Situation, Mission, Execution, Admin, Command",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "kocoa_analysis",
"name": "Kocoa Analysis",
"desc": "KOCOA terrain analysis \u2014 Key terrain, Observation, Cover/concealment, Obstacles, Avenues of approach",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "mcoo_analysis",
"name": "MCOO Analysis",
"desc": "Modified Combined Obstacle Overlay \u2014 terrain analysis with obstacle integration",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "mission_planner",
"name": "Mission Planner",
"desc": "Mission planning tool \u2014 objectives, phases, timelines, resource allocation, contingencies",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "isr_planning",
"name": "ISR Planning",
"desc": "Intelligence, Surveillance, and Reconnaissance collection planning and sensor placement",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "electronic_warfare",
"name": "Electronic Warfare",
"desc": "Electronic warfare analysis \u2014 jamming, signals interception, spectrum management",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "interconnectivity_analysis",
"name": "Interconnectivity Analysis",
"desc": "Infrastructure interconnectivity and dependency analysis \u2014 cascading failure modeling",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "targeting_lethality_score",
"name": "Targeting Lethality Score",
"desc": "Targeting and lethality scoring \u2014 weapons-target matching, effects assessment, collateral estimation",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "real_time_situation_assessment",
"name": "Real Time Situation Assessment",
"desc": "Real-time situation assessment with live data fusion and threat classification",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "line_of_control",
"name": "Line Of Control",
"desc": "Line of Control, ceasefire line, and DMZ analysis with buffer zones and violation tracking",
"category": "Conflict",
"bucket": "Intelligence & OSINT"
},
{
"key": "frontline_analysis",
"name": "Frontline Analysis",
"desc": "Data-driven front line detection using GDELT military events + NASA FIRMS fire data \u2014 front lines, contested zones, conflict intensity",
"category": "Conflict",
"bucket": "Intelligence & OSINT"
},
{
"key": "isw_frontline_search",
"name": "Isw Frontline Search",
"desc": "ISW map image extraction \u2014 territorial control zones, strike data, force positions, advances/retreats (requires ISW reference)",
"category": "Conflict",
"bucket": "Intelligence & OSINT"
},
{
"key": "stamp_analysis",
"name": "Stamp Analysis",
"desc": "STAMP safety analysis \u2014 Systems-Theoretic Accident Model and Processes",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "iram_analysis",
"name": "Iram Analysis",
"desc": "Information Requirements Assessment Model \u2014 intelligence collection priorities",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "ground_based_forces",
"name": "Ground Based Forces",
"desc": "Ground based forces analysis \u2014 unit positions, capabilities, movement corridors",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "mission_doctrine_scenario",
"name": "Mission Doctrine Scenario",
"desc": "Mission, Doctrine, and Scenario analysis framework",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "mission_planning_system",
"name": "Mission Planning System",
"desc": "Mission Planning System \u2014 operational planning, tasking, synchronization",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "unit_of_interest",
"name": "Unit Of Interest",
"desc": "Unit of Interest analysis \u2014 tracking, pattern of movement, capability assessment",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "tiktok_intelligence",
"name": "Tiktok Intelligence",
"desc": "TikTok intelligence monitoring \u2014 geotagged content analysis, trend detection, narrative tracking",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "reddit_intelligence",
"name": "Reddit Intelligence",
"desc": "Reddit intelligence monitoring \u2014 subreddit analysis, narrative tracking, location extraction",
"category": "Social Media Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "pattern_of_life",
"name": "Pattern Of Life",
"desc": "Pattern of Life analysis \u2014 behavioral baselines, movement patterns, activity timelines",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "fff_tracker",
"name": "Fff Tracker",
"desc": "Find-Fix-Finish tracker \u2014 target identification, location fixing, action tracking",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "target_id",
"name": "Target ID",
"desc": "Target identification and validation \u2014 entity verification, geolocation confirmation",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "osint_fusion_panel",
"name": "OSINT Fusion Panel",
"desc": "OSINT fusion panel \u2014 multi-source open-source intelligence aggregation and correlation",
"category": "Intelligence Fusion",
"bucket": "Intelligence & OSINT"
},
{
"key": "podcast_search",
"name": "Podcast Search",
"desc": "News podcast transcript intelligence \u2014 location and event extraction with GeoJSON mapping",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "live_intel",
"name": "Live Intel",
"desc": "Live intelligence panel \u2014 real-time field reports, CSV import, IRL incident tracking",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "power_network_intel",
"name": "Power Network Intel",
"desc": "Combined power network intelligence \u2014 ontology, regime stability, ORBAT, and actor network fusion",
"category": "Intelligence Fusion",
"bucket": "Intelligence & OSINT"
},
{
"key": "youtube_transcript_map",
"name": "Youtube Transcript Map",
"desc": "YouTube transcript intelligence \u2014 video search, transcript extraction, event and location mapping",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_gdelt_drilldown",
"name": "Perplexity GDELT Drilldown",
"desc": "Perplexity-GDELT drill-down \u2014 deep investigation of GDELT events with web intelligence enrichment",
"category": "Intelligence Fusion",
"bucket": "Intelligence & OSINT"
},
{
"key": "multi_source_drilldown",
"name": "Multi Source Drilldown",
"desc": "Multi-source intelligence drill-down \u2014 aggregates GDELT events, NASA FIRMS fire/thermal data, X/Twitter social posts, YouTube video signals, and\u2026",
"category": "Intelligence Fusion",
"bucket": "Intelligence & OSINT"
},
{
"key": "unified_search_hub",
"name": "Unified Search Hub",
"desc": "Unified search hub \u2014 combined multi-source search across all intelligence databases",
"category": "Intelligence Fusion",
"bucket": "Intelligence & OSINT"
},
{
"key": "disruption_analysis",
"name": "Disruption Analysis",
"desc": "Alias of disruption_affection_analysis \u2014 see that entry",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "dynamic_chokepoint_discovery",
"name": "Dynamic Chokepoint Discovery",
"desc": "Dynamic discovery of supply and movement chokepoints using traffic and infrastructure data",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "global_chokepoints_panel",
"name": "Global Chokepoints Panel",
"desc": "World reference map of the 55 strategic chokepoints GeoBit tracks across maritime straits, mountain passes, pipelines, undersea cables, rail and\u2026",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "scenario_builder",
"name": "Scenario Builder",
"desc": "What-if disruption scenario builder \u2014 turns user conditions (close this chokepoint, escalate this conflict) into synthetic disruption events and\u2026",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "scenario_modeler",
"name": "Scenario Modeler",
"desc": "AI-driven scenario modeler \u2014 build, model, and analyze complex scenarios with mind-map visualization, PMESII-PT/ASCOPE/COA/Wargaming analysis\u2026",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "sector_impact_engine",
"name": "Sector Impact Engine",
"desc": "Sector-level impact analysis from disruption events \u2014 energy, transport, economy, health",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "drone_simulation",
"name": "Drone Simulation",
"desc": "Full drone flight simulation with terrain following, waypoints, and payload modeling",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "drone_swarm",
"name": "Drone Swarm",
"desc": "Drone swarm coordination \u2014 multi-UAV formation planning, task allocation, coverage optimization",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "drone_mosaicking",
"name": "Drone Mosaicking",
"desc": "Aerial imagery mosaic creation from drone captures \u2014 orthophoto stitching and georeferencing",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "drone_video",
"name": "Drone Video",
"desc": "Drone video processing and analysis \u2014 frame extraction, object detection, geotagging",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "drone_detection",
"name": "Drone Detection",
"desc": "Drone detection from imagery and sensor data \u2014 classification and tracking",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "disaster_watch",
"name": "Disaster Watch",
"desc": "Live global disaster watch layer \u2014 real-time earthquakes, tsunamis, cyclones/hurricanes, tornadoes, wildfires, floods, flash floods, storm surge and\u2026",
"category": "Disaster",
"bucket": "Security, risk & protection"
},
{
"key": "coastal_flood_risk",
"name": "Coastal Flood Risk",
"desc": "Coastal and urban vulnerability flood risk analysis \u2014 sea level rise, storm surge, drainage",
"category": "Disaster",
"bucket": "Security, risk & protection"
},
{
"key": "landslide_risk",
"name": "Landslide Risk",
"desc": "Landslide risk modeling \u2014 slope instability, rainfall triggers, susceptibility mapping",
"category": "Disaster",
"bucket": "Security, risk & protection"
},
{
"key": "hazard_risk_analysis",
"name": "Hazard Risk Analysis",
"desc": "Comprehensive multi-hazard risk analysis \u2014 earthquake, flood, fire, storm, industrial hazards",
"category": "Disaster",
"bucket": "Security, risk & protection"
},
{
"key": "vulnerability_analysis",
"name": "Vulnerability Analysis",
"desc": "Multi-hazard vulnerability analysis \u2014 population exposure, infrastructure fragility, resilience",
"category": "Disaster",
"bucket": "Security, risk & protection"
},
{
"key": "humanitarian_support_plan",
"name": "Humanitarian Support Plan",
"desc": "Humanitarian support planning \u2014 aid distribution, shelter mapping, logistics coordination",
"category": "Humanitarian",
"bucket": "Security, risk & protection"
},
{
"key": "search_rescue_grid",
"name": "Search Rescue Grid",
"desc": "Search and rescue grid planning \u2014 sector assignment, probability of detection, resource staging",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "resource_staging",
"name": "Resource Staging",
"desc": "Emergency resource staging \u2014 optimal depot placement, distribution routing, capacity planning",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "disaster_response_hub",
"name": "Disaster Response Hub",
"desc": "Disaster Response Hub Operations \u2014 coordinated multi-agency response, situation tracking",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "hydro_potential",
"name": "Hydro Potential",
"desc": "Hydropower potential analysis \u2014 river flow, dam sites, generation capacity",
"category": "Energy",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "wind_potential",
"name": "Wind Potential",
"desc": "Wind energy potential analysis \u2014 wind speed, turbine placement, capacity factor",
"category": "Energy",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "tidal_offshore_wind",
"name": "Tidal Offshore Wind",
"desc": "Tidal and offshore wind energy assessment \u2014 marine energy resources, cable routing",
"category": "Energy",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "global_energy_network",
"name": "Global Energy Network",
"desc": "Global energy network analysis \u2014 power grid mapping, interconnections, vulnerabilities",
"category": "Energy",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "grid_connection_planning",
"name": "Grid Connection Planning",
"desc": "Grid connection and infrastructure planning \u2014 substation proximity, transmission routing",
"category": "Energy",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "energy_forecast_traffic",
"name": "Energy Forecast Traffic",
"desc": "Energy demand forecasting from traffic patterns and activity data",
"category": "Energy",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "seismic_analysis",
"name": "Seismic Analysis",
"desc": "Seismic analysis for oil and gas exploration \u2014 subsurface mapping, fault detection",
"category": "Oil & Gas",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "drilling_site_optimization",
"name": "Drilling Site Optimization",
"desc": "Drilling site optimization \u2014 geological suitability, access roads, environmental constraints",
"category": "Oil & Gas",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "pipeline_route_optimization",
"name": "Pipeline Route Optimization",
"desc": "Pipeline route optimization \u2014 terrain analysis, environmental compliance, cost modeling",
"category": "Oil & Gas",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "oil_gas_site_selection",
"name": "Oil Gas Site Selection",
"desc": "Oil and gas exploration site selection \u2014 geological risk, regulatory, logistics assessment",
"category": "Oil & Gas",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "geological_risk_assessment",
"name": "Geological Risk Assessment",
"desc": "Geological risk assessment \u2014 fault lines, seismicity, ground stability, hazard mapping",
"category": "Oil & Gas",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "env_impact_compliance",
"name": "Env Impact Compliance",
"desc": "Environmental impact assessment and regulatory compliance for energy/extractive projects",
"category": "Environmental",
"bucket": "Terrain, environment & weather"
},
{
"key": "telco_capacity_planning",
"name": "Telco Capacity Planning",
"desc": "Telecom capacity planning \u2014 demand modeling, spectrum analysis, network dimensioning",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "coverage_mapping",
"name": "Coverage Mapping",
"desc": "Wireless network coverage mapping \u2014 signal strength, dead zones, propagation modeling",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "infrastructure_deployment_feasibility",
"name": "Infrastructure Deployment Feasibility",
"desc": "Telecom infrastructure deployment feasibility \u2014 cost, regulatory, and terrain assessment",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "network_optimization",
"name": "Network Optimization",
"desc": "Network optimization \u2014 load balancing, tower placement, backhaul routing",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "tower_site_selection",
"name": "Tower Site Selection",
"desc": "Cell tower site selection \u2014 coverage gaps, terrain analysis, regulatory constraints",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "network_resilience",
"name": "Network Resilience",
"desc": "Telecom network resilience analysis \u2014 redundancy, failure modes, disaster recovery",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "telco_traffic_analysis",
"name": "Telco Traffic Analysis",
"desc": "Telecom traffic analysis and prediction \u2014 usage patterns, peak load, capacity planning",
"category": "Telecommunications",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "hedgefund_bankability",
"name": "Hedgefund Bankability",
"desc": "Hedge fund bankability analysis \u2014 geopolitical risk, commodity exposure, market correlation",
"category": "Financial",
"bucket": "Intelligence & OSINT"
},
{
"key": "infra_bankability",
"name": "Infra Bankability",
"desc": "Infrastructure project bankability \u2014 risk rating, revenue modeling, regulatory assessment",
"category": "Financial",
"bucket": "Intelligence & OSINT"
},
{
"key": "land_construction_bankability",
"name": "Land Construction Bankability",
"desc": "Land and construction bankability \u2014 zoning, environmental, market, and engineering viability",
"category": "Financial",
"bucket": "Intelligence & OSINT"
},
{
"key": "mining_bankability",
"name": "Mining Bankability",
"desc": "Mining project bankability \u2014 resource estimation, ESG compliance, financial modeling",
"category": "Financial",
"bucket": "Intelligence & OSINT"
},
{
"key": "renewable_energy_bankability",
"name": "Renewable Energy Bankability",
"desc": "Renewable energy project bankability \u2014 solar/wind yield, grid connection, PPA viability",
"category": "Financial",
"bucket": "Intelligence & OSINT"
},
{
"key": "real_estate_site_suitability",
"name": "Real Estate Site Suitability",
"desc": "Real estate site suitability analysis \u2014 zoning, accessibility, market demand, development potential",
"category": "Real Estate",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "datacenter_picker",
"name": "Datacenter Picker",
"desc": "Data center site selection \u2014 power, connectivity, cooling, disaster risk, regulatory compliance",
"category": "Real Estate",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "urban_site_condition",
"name": "Urban Site Condition",
"desc": "Urban site condition analysis \u2014 soil, contamination, utilities, traffic impact, zoning",
"category": "Real Estate",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "claims_adjuster",
"name": "Claims Adjuster",
"desc": "Insurance claims adjustment tool \u2014 damage assessment, geospatial verification, cost estimation",
"category": "Insurance",
"bucket": "Security, risk & protection"
},
{
"key": "property_value_risk",
"name": "Property Value Risk",
"desc": "Property value risk assessment \u2014 hazard exposure, market trends, loss estimation",
"category": "Insurance",
"bucket": "Security, risk & protection"
},
{
"key": "portfolio_risk_analysis",
"name": "Portfolio Risk Analysis",
"desc": "Insurance portfolio risk analysis \u2014 geographic concentration, catastrophe modeling, reinsurance",
"category": "Insurance",
"bucket": "Security, risk & protection"
},
{
"key": "tak_integration",
"name": "Tak Integration",
"desc": "TAK (Team Awareness Kit) integration \u2014 ATAK/WinTAK interoperability, CoT message exchange",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "traccar_integration",
"name": "Traccar Integration",
"desc": "Traccar GPS tracking integration \u2014 live vehicle/personnel tracking, history playback, geofencing",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "signal_messaging",
"name": "Signal Messaging",
"desc": "Signal secure messaging integration \u2014 encrypted field communications, location sharing",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "mattermost_integration",
"name": "Mattermost Integration",
"desc": "Mattermost team messaging integration \u2014 channel management, map data sharing",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "workflow_engine",
"name": "Workflow Engine",
"desc": "Command and control workflow engine \u2014 automated task sequences, approval chains, operational checklists",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "fusion_center",
"name": "Fusion Center",
"desc": "Fusion center dashboard with OODA loop integration \u2014 multi-source data fusion and decision support",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "medevac_operations",
"name": "MEDEVAC Operations",
"desc": "MEDEVAC planning and operations \u2014 casualty collection, LZ selection, hospital routing, 9-line format",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "after_action_review",
"name": "After Action Review",
"desc": "After Action Review (AAR) \u2014 post-mission analysis, lessons learned, performance assessment",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "jc3iedm_integration",
"name": "Jc3iedm Integration",
"desc": "JC3IEDM military data model integration \u2014 NATO-standard joint command and control information exchange",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "sec_comms",
"name": "Sec Comms",
"desc": "Secure communications overlay \u2014 encrypted messaging, secure channels, COMSEC management",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "wearable_devices",
"name": "Wearable Devices",
"desc": "Wearable device integration \u2014 biometric tracking, location beacons, field health monitoring",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "gps_live_tracking",
"name": "GPS Live Tracking",
"desc": "GPS live tracking and streaming \u2014 real-time personnel/vehicle position monitoring",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "telegram_navigation",
"name": "Telegram Navigation",
"desc": "Telegram-based navigation sharing \u2014 send routes and waypoints to field teams via Telegram",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "aoi_intel",
"name": "AOI Intel",
"desc": "AOI intelligence assessment \u2014 threat level, rankings, sentiment, what occurred at a board in the last N hours/days or a historical date range, and\u2026",
"category": "Monitoring",
"bucket": "Security, risk & protection"
},
{
"key": "site_watch",
"name": "Site Watch",
"desc": "Site Watch \u2014 standing watch over a facility LIST from a Google Sheet/upload/layer",
"category": "Monitoring",
"bucket": "Security, risk & protection"
},
{
"key": "layer_analysis",
"name": "Layer Analysis",
"desc": "Layer analysis \u2014 profile a dataset or upload and write a data-quality and content assessment",
"category": "Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "storymaps",
"name": "Storymaps",
"desc": "Interactive story maps \u2014 create narrative-driven geospatial presentations and briefings",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "gis_report_export",
"name": "Gis Report Export",
"desc": "GIS report and map export \u2014 generate PDF/PNG intelligence reports with map snapshots",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "intelligence_report",
"name": "Intelligence Report",
"desc": "AI-generated intelligence report \u2014 structured analysis with key findings, assessments, and recommendations",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "w3w_analysis",
"name": "W3w Analysis",
"desc": "What3Words geolocation \u2014 convert between coordinates and 3-word addresses for field ops",
"category": "Geocoding",
"bucket": "Data layers on demand"
},
{
"key": "crypto_wallet_tracker",
"name": "Crypto Wallet Tracker",
"desc": "Cryptocurrency wallet tracking \u2014 blockchain analysis, transaction tracing, FININT",
"category": "Financial Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "legal_compliance_tracker",
"name": "Legal Compliance Tracker",
"desc": "Legal and regulatory compliance tracking \u2014 sanctions, export controls, jurisdiction analysis",
"category": "Financial Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "financial_network_mapper",
"name": "Financial Network Mapper",
"desc": "Financial network mapping \u2014 money flows, entity relationships, illicit finance detection",
"category": "Financial Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "supply_chain_interdiction",
"name": "Supply Chain Interdiction",
"desc": "Supply chain interdiction analysis \u2014 chokepoint identification, smuggling route detection",
"category": "Logistics",
"bucket": "Command, control & operations"
},
{
"key": "logistics_msr_tracker",
"name": "Logistics Msr Tracker",
"desc": "Main Supply Route (MSR) tracker \u2014 route status, convoy scheduling, threat monitoring",
"category": "Logistics",
"bucket": "Command, control & operations"
},
{
"key": "warzone_logistics",
"name": "Warzone Logistics",
"desc": "Warzone logistics routing \u2014 multi-domain (land/air/sea) hazard-aware routing with GDELT, FIRMS, safe havens, and extraction points",
"category": "Logistics",
"bucket": "Command, control & operations"
},
{
"key": "route_security_risk",
"name": "Route Security Risk",
"desc": "Full security, risk and threat analysis of the hazards along a road or route from A to B",
"category": "Logistics",
"bucket": "Command, control & operations"
},
{
"key": "multimodal_alternatives",
"name": "Multimodal Alternatives",
"desc": "Multi-modal alternative routing \u2014 handled by calculate_route",
"category": "Logistics",
"bucket": "Command, control & operations"
},
{
"key": "equidistant_maritime_route",
"name": "Equidistant Maritime Route",
"desc": "Equidistant maritime routing",
"category": "Maritime",
"bucket": "Routes, mobility & transport"
},
{
"key": "radar_service",
"name": "Radar Service",
"desc": "Radar data service \u2014 radar coverage mapping, SAR imagery, ground surveillance",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "lidar_processing",
"name": "Lidar Processing",
"desc": "LiDAR and 3D point cloud processing \u2014 LAS/LAZ/E57/PLY file analysis, terrain extraction, 3D visualization",
"category": "Geospatial",
"bucket": "Spatial analysis & statistics"
},
{
"key": "satellite_timelapse",
"name": "Satellite Timelapse",
"desc": "Satellite timelapse animation \u2014 temporal change detection, construction monitoring, deforestation tracking",
"category": "Satellite",
"bucket": "Data layers on demand"
},
{
"key": "overture_energy",
"name": "Overture Energy",
"desc": "Overture Maps energy infrastructure \u2014 power plants, substations, transmission lines",
"category": "Energy",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "best_time_venue",
"name": "Best Time Venue",
"desc": "BestTime venue busyness patterns \u2014 foot traffic analysis, peak hours, dwell time",
"category": "Business Intelligence",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "cop_versioning",
"name": "Common Operating Picture Versioning",
"desc": "Common Operating Picture version control \u2014 track Common Operating Picture changes, rollback, compare snapshots",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "cop_ai_teammate",
"name": "Common Operating Picture AI Teammate",
"desc": "Common Operating Picture AI teammate \u2014 AI-powered Common Operating Picture assistant for automated layer management and briefing prep",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "internet_monitor",
"name": "Internet Monitor",
"desc": "Internet outage monitoring via IODA \u2014 regional connectivity, BGP disruptions, DNS anomalies",
"category": "Infrastructure Monitoring",
"bucket": "Security, risk & protection"
},
{
"key": "radio_browser",
"name": "Radio Browser",
"desc": "Open radio stream browser and transcription \u2014 scan live broadcasts, AI transcription, intelligence extraction",
"category": "OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "chokepoint_analysis",
"name": "Chokepoint Analysis",
"desc": "Tactical chokepoint analysis \u2014 kill zones, overwatch positions, IED risk, convoy security assessment",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "space_time_cube",
"name": "Space Time Cube",
"desc": "Space-time cube analysis \u2014 3D visualization of spatiotemporal patterns and event clustering",
"category": "Spatial Statistics",
"bucket": "Spatial analysis & statistics"
},
{
"key": "osint_ontology",
"name": "OSINT Ontology",
"desc": "OSINT ontology mapping \u2014 structured knowledge graphs of entities, events, and relationships",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "geofence_alert_system",
"name": "Geofence Alert System",
"desc": "Geofence alert system \u2014 automated incident detection and notification when events occur within defined areas",
"category": "Early Warning",
"bucket": "Intelligence & OSINT"
},
{
"key": "religion_politics_analysis",
"name": "Religion Politics Analysis",
"desc": "Religion and politics analysis \u2014 religious demographics, political alignment, sectarian dynamics",
"category": "Demographics",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "election_security_monitor",
"name": "Election Security Monitor",
"desc": "Election security monitoring \u2014 polling station risk, voter intimidation, irregularity detection",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "lscm_analysis",
"name": "Lscm Analysis",
"desc": "Logistics and Supply Chain Management analysis \u2014 depot placement, route optimization, inventory distribution",
"category": "Logistics",
"bucket": "Command, control & operations"
},
{
"key": "cache_placement_analysis",
"name": "Cache Placement Analysis",
"desc": "Tactical cache placement analysis \u2014 concealment, accessibility, retrieval risk assessment",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "histogram_chart",
"name": "Histogram Chart",
"desc": "Histogram chart generation \u2014 data distribution visualization and statistical analysis",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "scatterplot_chart",
"name": "Scatterplot Chart",
"desc": "Scatterplot chart generation \u2014 correlation analysis and data pattern visualization",
"category": "Visualization",
"bucket": "Visualization & reporting"
},
{
"key": "physical_risk_intelligence",
"name": "Physical Risk Intelligence",
"desc": "Physical risk intelligence \u2014 location-based threat assessment for financial and insurance use cases",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "gov_travel_advisory",
"name": "Gov Travel Advisory",
"desc": "Government travel advisory panel \u2014 official travel warnings, entry requirements, safety recommendations",
"category": "Travel Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "jmp_threat_intelligence",
"name": "Journey Management Threat Intelligence",
"desc": "Journey management threat intelligence \u2014 GDELT and web threat scanning along journey routes",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "jmp_route_intel_report",
"name": "Journey Management Route Intel Report",
"desc": "Journey management route intelligence report \u2014 comprehensive threat briefing for planned routes",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "panic_notification",
"name": "Panic Notification",
"desc": "Panic button and emergency notification \u2014 instant alert to security teams with GPS location",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "map_matching",
"name": "Map Matching",
"desc": "GPS trace map matching \u2014 snap GPS coordinates to road network for route reconstruction",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "uploaded_image_vision",
"name": "Uploaded Image Vision",
"desc": "Intelligent Map Analysis screenshot path: the chat captures the current map view and the AI interprets what is visible (this route dispatches to\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "satellite_vision_analysis",
"name": "Satellite Vision Analysis",
"desc": "Satellite imagery vision analysis \u2014 AI-powered change detection, feature extraction, damage assessment",
"category": "Satellite",
"bucket": "Data layers on demand"
},
{
"key": "tileset_intelligence_query",
"name": "Tileset Intelligence Query",
"desc": "Server-side attribute-filtered feature EXTRACTION from global tilesets - a slow \" \"LAST RESORT",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "boundary_risk_fusion",
"name": "Boundary Risk Fusion",
"desc": "Multi-source boundary risk RANKING + choropleth: fetches the admin boundaries of a \" \"country/region (states, districts, municipalities) OR the\u2026",
"category": "Risk Assessment",
"bucket": "Security, risk & protection"
},
{
"key": "actor_geocoder",
"name": "Actor Geocoder",
"desc": "LLM-powered conflict actor classification and canonical location geocoding \u2014 \" \"classifies actors (state military, non-state armed group, terror org\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "c2_data_import",
"name": "Command & Control Data Import",
"desc": "Bulk command and control data import from CSV/Excel \u2014 supports clients, vehicles, personnel, \" \"safehouses, incidents, and resources with column\u2026",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "facilities_manager",
"name": "Facilities Manager",
"desc": "Command and control facilities management \u2014 CRUD for bases, supply points, medical facilities, \" \"staging areas, and checkpoints with geospatial\u2026",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "incidents_manager",
"name": "Incidents Manager",
"desc": "Command and control incident management \u2014 view, create, update, and track conflict incidents \" \"and security events in the operational database",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "bounding_box",
"name": "Bounding Box",
"desc": "Bounding Box \u2014 Generate minimum bounding rectangle for features",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "centroid",
"name": "Centroid",
"desc": "Centroid \u2014 Calculate center points of features",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "comprehensive",
"name": "Comprehensive",
"desc": "Comprehensive Analysis \u2014 Multi-analysis suite run in one pass based on data characteristics",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "curved_spatial_bisector",
"name": "Curved Spatial Bisector",
"desc": "Curved Spatial Bisector \u2014 Calculate geodesic curved bisector between features",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "dbscan_cluster",
"name": "Dbscan Cluster",
"desc": "DBSCAN Clustering \u2014 Density-based spatial clustering (DBSCAN)",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "erase_features",
"name": "Erase Features",
"desc": "Erase Features \u2014 Remove area of layer B from layer A (inverse clip)",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "field_statistics",
"name": "Field Statistics",
"desc": "Field Statistics \u2014 Compute statistics on attribute fields",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "hdbscan_cluster",
"name": "Hdbscan Cluster",
"desc": "HDBSCAN Clustering \u2014 Data-driven density clustering (varying densities, no fixed search distance)",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "heatmap_kde",
"name": "Heatmap KDE",
"desc": "Kernel Density (Server) \u2014 Grid-based kernel density estimation from points",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "hexbin",
"name": "Hexbin",
"desc": "Hexbin Aggregation \u2014 Aggregate point data into hexagonal bins",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "hot_spot_gi_star",
"name": "Hot Spot Gi Star",
"desc": "Hot Spot Analysis (Getis-Ord Gi*) \u2014 Identify statistically significant hot spots and cold spots using the Getis-Ord Gi* statistic",
"category": "Spatial Statistics",
"bucket": "Spatial analysis & statistics"
},
{
"key": "interpolation_idw",
"name": "Interpolation Idw",
"desc": "IDW Interpolation \u2014 Inverse distance weighted interpolation to create a continuous surface from points",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "kmeans_cluster",
"name": "Kmeans Cluster",
"desc": "K-Means Clustering \u2014 K-Means spatial clustering into k groups",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "merge_datasets",
"name": "Merge Datasets",
"desc": "Merge Datasets \u2014 Combine features from multiple layers into one",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "morans_i",
"name": "Morans I",
"desc": "Moran's I (Spatial Autocorrelation) \u2014 Global and Local Moran's I measures spatial autocorrelation \u2014 whether similar values cluster together or\u2026",
"category": "Spatial Statistics",
"bucket": "Spatial analysis & statistics"
},
{
"key": "nearest_neighbor",
"name": "Nearest Neighbor",
"desc": "Nearest Neighbor \u2014 Find closest features between two layers",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "optics_cluster",
"name": "Optics Cluster",
"desc": "OPTICS Clustering \u2014 Reachability-based density clustering of varying densities",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "overlay_analysis_multi",
"name": "Overlay Analysis Multi",
"desc": "Overlay Analysis (Multi-op) \u2014 Multi-operation spatial overlay (intersect, identity, update)",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "select_features",
"name": "Select Features",
"desc": "Select Features \u2014 Filter features by attribute or spatial criteria",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "spatial_distribution_sde",
"name": "Spatial Distribution Sde",
"desc": "Measure directional trend and dispersion of a point distribution using standard deviational ellipse with eigenvalue decomposition",
"category": "Spatial Statistics",
"bucket": "Spatial analysis & statistics"
},
{
"key": "spatial_relationships_matrix",
"name": "Spatial Relationships Matrix",
"desc": "Spatial Relationships Matrix \u2014 Compute DE-9IM topological relationships (touches, crosses, overlaps, within, contains, disjoint) between two layers",
"category": "Spatial Statistics",
"bucket": "Spatial analysis & statistics"
},
{
"key": "spatiotemporal_filter",
"name": "Spatiotemporal Filter",
"desc": "Spatiotemporal Filter \u2014 Filter features by a time window plus a spatial geometry (within/intersects)",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "split_line_at_point",
"name": "Split Line At Point",
"desc": "Split Line at Point \u2014 Split lines where they intersect point features",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "temporal_filter",
"name": "Temporal Filter",
"desc": "Temporal Filter \u2014 Filter features to a time window on a date/time attribute",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "tilequery",
"name": "Tilequery",
"desc": "Tilequery / Basemap Query \u2014 Query Mapbox basemap tilesets for features near input layer locations",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "mining_analysis",
"name": "Mining Analysis",
"desc": "Mining suitability analysis \u2014 geological suitability, ore potential, and extraction viability for a mineral type",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "mineability_analysis_panel",
"name": "Mineability Analysis Panel",
"desc": "Mineability analysis \u2014 mining feasibility and mineral extraction potential for a location",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "mera_analysis",
"name": "Mera Analysis",
"desc": "Mineral exploration and resource assessment (MERA) \u2014 prospectivity mapping for an exploration area",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "exploration_site_selection",
"name": "Exploration Site Selection",
"desc": "Mining exploration site selection \u2014 rank candidate exploration sites across an area",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "mine_env_impact_study",
"name": "Mine Env Impact Study",
"desc": "Mine environmental impact study (MEIS) \u2014 environmental effects assessment for a mining site",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "mine_pit_stockpile_design",
"name": "Mine Pit Stockpile Design",
"desc": "Open-pit and stockpile design planning for a mine site",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "mining_cost_benefit",
"name": "Mining Cost Benefit",
"desc": "Mining cost-benefit analysis \u2014 economic viability of a mining site or operation",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "mining_proximity_analysis",
"name": "Mining Proximity Analysis",
"desc": "Mining proximity analysis \u2014 distances from mining operations to towns, water, and infrastructure",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "resource_extraction_efficiency",
"name": "Resource Extraction Efficiency",
"desc": "Resource extraction efficiency analysis for mining operations",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "underground_mining",
"name": "Underground Mining",
"desc": "Underground mining and subsurface infrastructure visualization and analysis",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "blasting_analysis_panel",
"name": "Blasting Analysis Panel",
"desc": "Blasting analysis \u2014 blast zone modeling, vibration, and safety assessment for a site",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "slope_stability_zoning",
"name": "Slope Stability Zoning",
"desc": "Slope stability zoning \u2014 slope failure risk assessment and hazard zoning for a location",
"category": "Mining",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "oil_drilling_optimization",
"name": "Oil Drilling Optimization",
"desc": "Oil drilling site optimization \u2014 rank and site drilling locations across an area",
"category": "Energy",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "ev_stations",
"name": "Ev Stations",
"desc": "EV charging station analysis \u2014 coverage, gaps, and siting for a region",
"category": "Energy",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "dust_dispersion_panel",
"name": "Dust Dispersion Panel",
"desc": "Dust dispersion forecast \u2014 particulate dispersion modeling from industrial or mining operations",
"category": "Environmental",
"bucket": "Terrain, environment & weather"
},
{
"key": "ag_analysis",
"name": "Ag Analysis",
"desc": "Agricultural land and crop analysis for an area \u2014 use agricultural_crisis instead for crisis monitoring",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "grazing_management",
"name": "Grazing Management",
"desc": "Grazing and rangeland management analysis \u2014 pasture assessment for livestock planning",
"category": "Land Use",
"bucket": "Data layers on demand"
},
{
"key": "locate_personnel",
"name": "Locate Personnel",
"desc": "Locate a tracked person, team member, or GPS device on the map \u2014 'Where is Ben?' flies to their live position",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "journey_management",
"name": "Journey Management",
"desc": "Journey management \u2014 protected route planning from origin to destination with threat overlay. 'Plan journey from X to Y' opens this panel",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "journey_routing",
"name": "Journey Routing",
"desc": "Journey management routing \u2014 compute the protected route with risk overlay between origin and destination",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "journey_protection",
"name": "Journey Protection",
"desc": "Journey protection \u2014 force-protection analysis along a planned journey route",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "safehouse_network",
"name": "Safehouse Network",
"desc": "Safehouse network analysis for a city \u2014 safe house siting and security assessment",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "patrol_route_optimization_panel",
"name": "Patrol Route Optimization Panel",
"desc": "Optimize patrol routes for security coverage of a region",
"category": "Security Operations",
"bucket": "Security, risk & protection"
},
{
"key": "evacuation_routing",
"name": "Evacuation Routing",
"desc": "Emergency evacuation route analysis from a location \u2014 evacuation planning panel",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "emsa_analysis",
"name": "Emsa Analysis",
"desc": "Emergency medical services analysis (EMSA) \u2014 hospital coverage and ambulance response times under live traffic",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "escalation_detection",
"name": "Escalation Detection",
"desc": "Conflict escalation vs a place's OWN baseline: daily event counts (and severity-weighted counts) for a country / region / city / one of the user's\u2026",
"category": "Conflict",
"bucket": "Intelligence & OSINT"
},
{
"key": "tactical_swarm",
"name": "Tactical Swarm",
"desc": "Tactical swarm coordination \u2014 position and coordinate team members around an adversary or objective",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "nearest_resource_routing_panel",
"name": "Nearest Resource Routing Panel",
"desc": "Route to the nearest facility \u2014 hospital, police, embassy, or safe zone from a location",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "routing_workflow",
"name": "Routing Workflow",
"desc": "Mission routing workflow \u2014 multi-phase routing with waypoint sequencing for a region",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "ridge_pathfinder_panel",
"name": "Ridge Pathfinder Panel",
"desc": "Ridge and ravine-edge A* pathfinder \u2014 route along ridgelines and terrain edges",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "tour_service_analysis",
"name": "Tour Service Analysis",
"desc": "Analyze a named transit system like the London Underground \u2014 stations, stops, and service structure of one network",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "comprehensive_road_analysis_panel",
"name": "Comprehensive Road Analysis Panel",
"desc": "Comprehensive road network analysis \u2014 quality, capacity, and strategic assessment for a region",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "proximity_roads_analysis",
"name": "Proximity Roads Analysis",
"desc": "Roads-to-point proximity analysis \u2014 road access assessment around a location",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "transit_hierarchy",
"name": "Transit Hierarchy",
"desc": "Transit hierarchy analysis \u2014 station, stop, and entrance hierarchy with network centrality for a city",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "corridor_capacity_analysis",
"name": "Corridor Capacity Analysis",
"desc": "Compare transit corridor capacity between two cities \u2014 modal split, network capacity, and throughput city vs city",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "cross_city_traffic_analysis",
"name": "Cross City Traffic Analysis",
"desc": "Compare traffic between two cities \u2014 congestion, modal integration, and network density side by side",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "traffic_display_panel",
"name": "Traffic Display Panel",
"desc": "Live traffic display \u2014 show current road traffic conditions on the map",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "traffic_logistics_overlay",
"name": "Traffic Logistics Overlay",
"desc": "Traffic & logistics overlay (Streets panel section) \u2014 live congestion-colored roads plus current incidents/closures, an area disruption/danger index\u2026",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "traffic_flow_analysis",
"name": "Traffic Flow Analysis",
"desc": "Traffic flow visualization and analysis for a city or corridor",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "traffic_spatio_temporal",
"name": "Traffic Spatio Temporal",
"desc": "Spatio-temporal traffic analysis \u2014 congestion patterns over time for an area",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "urban_mobility",
"name": "Urban Mobility",
"desc": "Urban mobility vulnerability analysis \u2014 transport vulnerability for a city",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "vehicle_count_panel",
"name": "Vehicle Count Panel",
"desc": "Vehicle count analysis \u2014 estimate how many vehicles are on streets in real time from live traffic data",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "nse_analysis",
"name": "Nse Analysis",
"desc": "Transit network evaluation (NSE) \u2014 score one city's transit network on coverage, connectivity, and centrality",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "airports_helipads",
"name": "Airports Helipads",
"desc": "Global airports and helipads analysis (GARHA) for a region \u2014 aviation facilities with routing",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "drone_path_planning_panel",
"name": "Drone Path Planning Panel",
"desc": "Drone/UAV flight path planning with terrain and airspace analysis for an area",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "drone_terrain_routing",
"name": "Drone Terrain Routing",
"desc": "Drone terrain-following routing \u2014 low-level UAV route planning over terrain",
"category": "Aviation",
"bucket": "Routes, mobility & transport"
},
{
"key": "people_flow",
"name": "People Flow",
"desc": "Live people flow \u2014 real-time GPS movement and crowd/traffic flow analytics on the map",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "hfa_analysis",
"name": "Hfa Analysis",
"desc": "Human flow analysis (HFA) \u2014 crowd and pedestrian movement analytics for an area",
"category": "Spatial Analysis",
"bucket": "Spatial analysis & statistics"
},
{
"key": "regional_stability",
"name": "Regional Stability",
"desc": "Multi-country regional stability analysis across an entire geographic region \u2014 country-by-country stability scoring",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "area_denial",
"name": "Area Denial",
"desc": "Area Denial System \u2014 plan checkpoints, control zones (hot/warm/cold/exclusion), cordons, barriers, crowd control, and deploy them as armed org\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "strategic_points",
"name": "Strategic Points",
"desc": "Strategic points analysis \u2014 identify key tactical/strategic positions (observation, control, defensive) around a location on the map",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "contour_lines",
"name": "Contour Lines",
"desc": "Contour lines / elevation contours on the map \u2014 topographic terrain visualization (opens the terrain analysis module)",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "worldview",
"name": "Worldview",
"desc": "WorldView satellite composite imagery overlay \u2014 daily global satellite mosaic backdrop on the map",
"category": "Satellite",
"bucket": "Data layers on demand"
},
{
"key": "gps_jamming",
"name": "GPS Jamming",
"desc": "GPS jamming and GNSS interference map \u2014 real ADS-B navigation-integrity (NACp) data showing areas of degraded GPS, gpsjam methodology",
"category": "Electronic Warfare",
"bucket": "Command, control & operations"
},
{
"key": "mobile_gps",
"name": "Mobile GPS",
"desc": "Mobile GPS integration \u2014 pair a phone as a live GPS tracker feeding this map (GeoBit mobile companion)",
"category": "Tracking",
"bucket": "Security, risk & protection"
},
{
"key": "apollo",
"name": "Apollo",
"desc": "Apollo advanced search \u2014 deep multi-source search workbench for places, entities, and datasets from the toolbar",
"category": "Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "live_region_monitor",
"name": "Live Region Monitor",
"desc": "Live Region Monitor (LRM) \u2014 continuous live monitoring of a selected region with automatic refresh of events and alerts",
"category": "Monitoring",
"bucket": "Security, risk & protection"
},
{
"key": "mapillary",
"name": "Mapillary",
"desc": "Mapillary street-level imagery overlay \u2014 crowd-sourced ground photos along roads for visual ground truth",
"category": "Imagery",
"bucket": "Data layers on demand"
},
{
"key": "hover_search",
"name": "Hover Search",
"desc": "Hover search magnifier \u2014 hover the cursor over the map to search and inspect places under it",
"category": "Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "c4isr",
"name": "C4isr",
"desc": "C4ISR / command and control command module \u2014 command, control, communications, computers, intelligence, surveillance, reconnaissance console",
"category": "Military",
"bucket": "Command, control & operations"
},
{
"key": "robotics",
"name": "Robotics",
"desc": "Robotics panel \u2014 unmanned systems (UGV/UAV/robotics) control and status panel",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "sensors",
"name": "Sensors",
"desc": "Sensors panel \u2014 manage and view deployed sensor feeds on the map",
"category": "Command & Control",
"bucket": "Command, control & operations"
},
{
"key": "alert_calls",
"name": "Alert Calls",
"desc": "Alert calls \u2014 automated voice-call alerting console page (opens in a new tab)",
"category": "Communications",
"bucket": "Command, control & operations"
},
{
"key": "sar_dashboard",
"name": "SAR Dashboard",
"desc": "SAR dashboard \u2014 synthetic aperture radar imagery dashboard",
"category": "Imagery",
"bucket": "Data layers on demand"
},
{
"key": "traffic_flowmap",
"name": "Traffic Flowmap",
"desc": "Traffic flow map \u2014 flowmap.blue-style animated deck.gl flow visualization of measured traffic: junction nodes and directional flows sized by real\u2026",
"category": "Transportation",
"bucket": "Routes, mobility & transport"
},
{
"key": "commodity_map",
"name": "Commodity Map",
"desc": "Global Commodities workstation \u2014 world map of where commodities are produced (oil, LNG, coal, uranium, copper, cobalt, lithium, nickel, iron ore\u2026",
"category": "Risk",
"bucket": "Security, risk & protection"
},
{
"key": "terror_group_atlas",
"name": "Terror Group Atlas",
"desc": "Terror Group Atlas \u2014 curated catalog of 44 armed/terrorist groups: country presence, division-level hotspots, attributed recent events\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "global_forces",
"name": "Global Forces",
"desc": "Global Forces command picture \u2014 unified military + armed-group workstation (own page): military events, troop sightings/convoys/deployment zones\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "country_intel",
"name": "Country Intel",
"desc": "Country Intelligence console \u2014 point-and-click country deep dive (own page): click a country to isolate it and see stored threat reporting\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "solar_potential_panel",
"name": "Solar Potential Panel",
"desc": "Ground solar energy potential analysis panel \u2014 solar suitability for an area",
"category": "Renewable Energy",
"bucket": "Terrain, environment & weather"
},
{
"key": "corroborate_event",
"name": "Corroborate Event",
"desc": "Corroborate an event or report across networks \u2014 on-demand Tier-0 cross-network corroboration of a recent located event against the OSINT estate\u2026",
"category": "Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "airplane_routing",
"name": "Airplane Routing",
"desc": "Generate fixed-wing aircraft routes including fighter strike packages, CAS stacks, tanker tracks, airlift routes, ISR/AWACS orbits, and air corridors",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "article_reader",
"name": "Article Reader",
"desc": "Read, extract, and analyze a SINGLE article from a URL",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "chat_search",
"name": "Chat Search",
"desc": "PRIMARY web search route",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "humint_call",
"name": "HUMINT Call",
"desc": "Place an AI voice debrief call to a HUMINT field source (or phone number) to collect a ground report, transcribe it, and add the extracted event to\u2026",
"category": "Communications",
"bucket": "Command, control & operations"
},
{
"key": "google_weather",
"name": "Google Weather",
"desc": "Weather forecast and current conditions at a specific place \u2014 temperature, rain, wind, humidity, UV, hourly and multi-day forecast, history, alerts\u2026",
"category": "Weather",
"bucket": "Data layers on demand"
},
{
"key": "commodity_flow",
"name": "Commodity Flow",
"desc": "Civilian commodity-flow analysis \u2014 equidistant maritime routing and chokepoint exposure for trade flows",
"category": "Risk",
"bucket": "Security, risk & protection"
},
{
"key": "safehouse_corridor",
"name": "Safehouse Corridor",
"desc": "Autonomous A-to-B driving route with road-danger coloring and auto-placed safe houses along the corridor",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "dangerous_roads",
"name": "Dangerous Roads",
"desc": "Dangerous road stretches: highlight red + explain WHY \u2014 A-to-B corridor, dangerous roads in a city, or a named road",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "dead_zone_route",
"name": "Dead Zone Route",
"desc": "Cellular dead-zone analysis for routes and areas: highlights the stretches of road with no mobile coverage and the dead-zone areas, computed from the\u2026",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "convoy_ground_routing",
"name": "Convoy Ground Routing",
"desc": "Generate ground convoy routes, main supply routes (MSR), alternate supply routes (ASR), patrol loops, and armored movement corridors",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "copernicus_ems",
"name": "Copernicus Ems",
"desc": "EU Copernicus Emergency Management Service satellite-derived emergency activations",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "crisis_management",
"name": "Crisis Management",
"desc": "Crisis management planning, emergency action plans (EAP), business continuity (BCP/ISO 22301), business impact analysis (BIA), disaster recovery\u2026",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "crisis_response",
"name": "Crisis Response",
"desc": "STANDING UP A LIVE CRISIS RESPONSE on the map",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "crowdsource_area_osint",
"name": "Crowdsource Area OSINT",
"desc": "Crowdsource OSINT area collection: draw/select an area to task contributors for geotagged imagery (TCPED) AND search existing X/Twitter data from\u2026",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "disruption_affection_analysis",
"name": "Disruption Affection Analysis",
"desc": "Models how a conflict, closure or crisis cascades into 14 economic sectors - shipping and maritime, oil and gas, agriculture and food, trade\u2026",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "conflict_spillover_analysis",
"name": "Conflict Spillover Analysis",
"desc": "Conflict spillover and contagion modeling: how a conflict spreads into neighboring countries, drift vector and forward projection",
"category": "Strategic Analysis",
"bucket": "Intelligence & OSINT"
},
{
"key": "drone_mission_routing",
"name": "Drone Mission Routing",
"desc": "Generate drone mission routes including ISR orbits, strike routes, relay networks, and cargo resupply routes for a region or operational area",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "election_area_intelligence",
"name": "Election Area Intelligence",
"desc": "Election Area Intelligence Fusion",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "firms_incident_correlator",
"name": "FIRMS Incident Correlator",
"desc": "Cross-reference FIRMS satellite fire detections with OSINT sources (web search, X/Twitter, GDELT) to identify what actually caused the fires/thermal\u2026",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "force_disposition",
"name": "Force Disposition",
"desc": "Current military unit positions, concentrations, posture, and movement",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "foreign_influence_assessment",
"name": "Foreign Influence Assessment",
"desc": "Foreign Influence Risk Index (FIRI)",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "gdacs_alerts",
"name": "Gdacs Alerts",
"desc": "GDACS UN global disaster alerts \u2014 earthquakes, floods, cyclones, volcanoes, droughts with alert severity levels",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "geobit_feed",
"name": "Geobit Feed",
"desc": "Open the GeoBit curated event feed panel",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "global_battleforge",
"name": "Global Battleforge",
"desc": "Global BattleForge (GBF) military simulation and terrain analysis",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "gnge_narrative",
"name": "Gnge Narrative",
"desc": "Good-news/grim-news narrative generation over current map events",
"category": "Global Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "humanitarian_resupply",
"name": "Humanitarian Resupply",
"desc": "Plan humanitarian supply delivery to remote areas while avoiding dangerous zones",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "industry_threat_search",
"name": "Industry Threat Search",
"desc": "Industry-specific threat intelligence analysis",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "intelligence_gathering",
"name": "Intelligence Gathering",
"desc": "Intelligence Gathering & Reconnaissance System (IGR)",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "intervisibility_scorer",
"name": "Intervisibility Scorer",
"desc": "Intervisibility Route Scorer",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "launch_point_analysis",
"name": "Launch Point Analysis",
"desc": "Identify and map launch points including missile sites, SAM batteries, drone launch facilities, naval launch platforms, rocket artillery positions\u2026",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "lcpa",
"name": "LCPA",
"desc": "Least Cost Path Analysis",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "live_tweet_watch",
"name": "Live Tweet Watch",
"desc": "Live X/Twitter feed monitor with historical backfill + continuous polling",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "military_isochrone",
"name": "Military Isochrone",
"desc": "Isochrone analysis using military movement speed profiles rather",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "mission_planning",
"name": "Mission Planning",
"desc": "Mission Planning Module (MSNPLN)",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "national_security_assessment",
"name": "National Security Assessment",
"desc": "Comprehensive national security assessment combining EXTERNAL THREATS (military, border, foreign interference, cyber warfare, terrorism, economic\u2026",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "noaa_weather",
"name": "NOAA Weather",
"desc": "NOAA National Weather Service severe weather alerts \u2014 tornadoes, hurricanes, floods, winter storms, heat advisories",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "osint_fusion",
"name": "OSINT Fusion",
"desc": "ADVANCED multi-source OSINT fusion search",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "outreach_pipeline",
"name": "Outreach Pipeline",
"desc": "Sales outreach pipeline (find prospects, generate briefs for crisis regions)",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "perplexity_banking_search",
"name": "Perplexity Banking Search",
"desc": "Search for banking sector data, financial institutions, ATM/branch density, credit systems, fintech ecosystems, and monetary policy",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_cyber_search",
"name": "Perplexity Cyber Search",
"desc": "Perplexity-powered cyber threat intelligence: APT groups, ransomware operators, nation-state hackers, critical-infrastructure attacks, malware\u2026",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_election_search",
"name": "Perplexity Election Search",
"desc": "Perplexity-powered election intelligence: election results, voting patterns, electoral violence, candidate profiles, party platforms, polling-station\u2026",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_religion_search",
"name": "Perplexity Religion Search",
"desc": "Search for religious demographics, sects, denominations, religious extremism, interfaith relations, and religious governance for countries or regions",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "perplexity_threat_environment_search",
"name": "Perplexity Threat Environment Search",
"desc": "THREAT-ENVIRONMENT REPORT: assess the threats/security picture for a city or country over a stated window. \" \"Unified multi-domain threat environment\u2026",
"category": "Security",
"bucket": "Security, risk & protection"
},
{
"key": "powerstream",
"name": "Powerstream",
"desc": "Live power grid stream monitoring and outage visualization",
"category": "Energy",
"bucket": "Industry, sites & infrastructure"
},
{
"key": "rapid_election_scan",
"name": "Rapid Election Scan",
"desc": "FAST election choropleth scan",
"category": "Political Intelligence",
"bucket": "Intelligence & OSINT"
},
{
"key": "rapid_intel_scan",
"name": "Rapid Intel Scan",
"desc": "FAST boundary-aware intelligence scan",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "reliefweb_reports",
"name": "Reliefweb Reports",
"desc": "UN OCHA ReliefWeb humanitarian crisis reports \u2014 disasters, conflicts, epidemics, food crises",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "rapid_deployment",
"name": "Rapid Deployment",
"desc": "HUMANITARIAN RAPID DEPLOYMENT / QRF \u2014 read the ground situation, estimate affected population and supplies/responders needed, choose landing zones\u2026",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "response_time_analysis",
"name": "Response Time Analysis",
"desc": "Emergency or rapid-response time analysis",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "reverse_slope",
"name": "Reverse Slope",
"desc": "Reverse Slope / Defilade Routing",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "ridge_network",
"name": "Ridge Network",
"desc": "Ridge Network Graph",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "routing_recommendation",
"name": "Routing Recommendation",
"desc": "When the user asks about routing in general terms without specifying",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "routing_workflow_agent",
"name": "Routing Workflow Agent",
"desc": "AGENTIC multi-step routing",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "saddle_detector",
"name": "Saddle Detector",
"desc": "Saddle & Mountain Pass Detector",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "shared_border",
"name": "Shared Border",
"desc": "Show the SHARED BORDER LINE between two or more countries plus each country's full boundary polygon as separate layers",
"category": "Boundary Services",
"bucket": "Data layers on demand"
},
{
"key": "single_article_deep_extract",
"name": "Single Article Deep Extract",
"desc": "Full deep extraction of a single article \u2014 from a dropped/pasted URL OR from the full article/wiki text pasted directly into chat (content_mode)\u2026",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "sof_dz_carp",
"name": "SOF Dz Carp",
"desc": "SOF drop-zone CARP (computed air release point) calculation",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "sof_grg",
"name": "SOF GRG",
"desc": "SOF gridded reference graphic (GRG) generation for target areas",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "sof_illumination",
"name": "SOF Illumination",
"desc": "SOF illumination data (moon phase, BMNT/EENT light windows) for operations",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "sof_salute",
"name": "SOF Salute",
"desc": "SOF SALUTE report structuring (size, activity, location, unit, time, equipment)",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "strike_package_generator",
"name": "Strike Package Generator",
"desc": "Strike Package Generator (SPG)",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "tactical_corridor",
"name": "Tactical Corridor",
"desc": "Tactical Corridor Planner",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "tactical_mission_planning",
"name": "Tactical Mission Planning",
"desc": "Tactical Mission Planning Module (TMPM)",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "tactical_terrain",
"name": "Tactical Terrain",
"desc": "Tactical Terrain Analysis Module (TTA)",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "terrain_mobility",
"name": "Terrain Mobility",
"desc": "Terrain Mobility Surface",
"category": "Terrain",
"bucket": "Terrain, environment & weather"
},
{
"key": "territorial_control_analysis",
"name": "Territorial Control Analysis",
"desc": "LLM-driven web-search analysis of who controls what territory in an active conflict \u2014 produces faction-coded zones, front lines, movement arrows, and\u2026",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "tmda",
"name": "Tmda",
"desc": "Tactical Movement Decision Analysis",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "transit_network_analysis",
"name": "Transit Network Analysis",
"desc": "Multi-modal transit network hub-and-spoke analysis",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "troop_routing",
"name": "Troop Routing",
"desc": "Military unit movement routing with modality support (land/air/sea) and",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "unified_link_search",
"name": "Unified Link Search",
"desc": "Cross-domain link search and correlation analysis across ALL data sources",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
},
{
"key": "unified_traffic_analysis",
"name": "Unified Traffic Analysis",
"desc": "CITY-LEVEL composite that fuses live HERE + TomTom + Mapbox traffic with the civil_unrest_validator (GDELT BigQuery + Claude web_search + Twitter v2\u2026",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "usgs_earthquakes",
"name": "USGS Earthquakes",
"desc": "Real-time earthquake data from USGS \u2014 global seismic events, magnitudes, depths, tsunami alerts",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "vip_routing",
"name": "VIP Routing",
"desc": "VIP security routing",
"category": "Routing",
"bucket": "Routes, mobility & transport"
},
{
"key": "weapon_placement_intel",
"name": "Weapon Placement Intel",
"desc": "DEFAULT for weapon and munitions DEPLOYMENT intelligence in a REGION: what is fielded where, WEZ/MEZ threat rings",
"category": "Military OSINT",
"bucket": "Intelligence & OSINT"
},
{
"key": "who_outbreaks",
"name": "WHO Outbreaks",
"desc": "WHO global disease outbreak news \u2014 epidemics, pandemics, emerging infectious diseases",
"category": "Emergency Planning",
"bucket": "Security, risk & protection"
},
{
"key": "x_news_search",
"name": "X News Search",
"desc": "Search X's AI-curated news stories",
"category": "OSINT Search",
"bucket": "Intelligence & OSINT"
}
],
"spatial_analyses": [
{
"key": "heatmap",
"name": "Heatmap",
"answers": "where do features concentrate (visual density surface)",
"needs": "points",
"group": "Density & concentration",
"aka": ""
},
{
"key": "kernel_density",
"name": "Kernel Density",
"answers": "where is statistically dense activity (KDE surface)",
"needs": "points",
"group": "Density & concentration",
"aka": ""
},
{
"key": "hotspot_analysis",
"name": "Hotspot Analysis",
"answers": "which areas are statistically significant hot/cold spots (Getis-Ord Gi*)",
"needs": "points",
"group": "Density & concentration",
"aka": ""
},
{
"key": "hexbin_aggregation",
"name": "Hexbin Aggregation",
"answers": "how do counts/values aggregate into uniform hex cells",
"needs": "points",
"group": "Density & concentration",
"aka": ""
},
{
"key": "quadrat",
"name": "Quadrat",
"answers": "is the point pattern clustered, random or dispersed (grid counts)",
"needs": "points",
"group": "Density & concentration",
"aka": ""
},
{
"key": "point_pattern",
"name": "Point Pattern",
"answers": "what is the overall spatial pattern of events",
"needs": "points",
"group": "Density & concentration",
"aka": ""
},
{
"key": "ripleys_k",
"name": "Ripleys K",
"answers": "at which distances do points cluster (multi-scale)",
"needs": "points",
"group": "Density & concentration",
"aka": ""
},
{
"key": "multi_distance_cluster",
"name": "Multi Distance Cluster",
"answers": "how does clustering change with search distance",
"needs": "points",
"group": "Density & concentration",
"aka": ""
},
{
"key": "clustering",
"name": "Clustering",
"answers": "which features form distance-based groups (DBSCAN-style)",
"needs": "points",
"group": "Clustering & grouping",
"aka": ""
},
{
"key": "k_means_clustering",
"name": "K Means Clustering",
"answers": "how do features split into k spatial groups",
"needs": "points",
"group": "Clustering & grouping",
"aka": ""
},
{
"key": "hierarchical_clustering",
"name": "Hierarchical Clustering",
"answers": "what nested group structure do the features have",
"needs": "points",
"group": "Clustering & grouping",
"aka": ""
},
{
"key": "circle_cluster",
"name": "Circle Cluster",
"answers": "which points fall inside fixed-radius groupings",
"needs": "points",
"group": "Clustering & grouping",
"aka": ""
},
{
"key": "buffer",
"name": "Buffer",
"answers": "what is within X distance of these features (zone of influence)",
"needs": "any",
"group": "Proximity & distance",
"aka": ""
},
{
"key": "multi_ring_buffer",
"name": "Multi Ring Buffer",
"answers": "how does exposure change across distance bands",
"needs": "any",
"group": "Proximity & distance",
"aka": ""
},
{
"key": "nearest_neighbors",
"name": "Nearest Neighbors",
"answers": "which features are closest to each feature (k-NN links)",
"needs": "points",
"group": "Proximity & distance",
"aka": ""
},
{
"key": "bearing_distance",
"name": "Bearing Distance",
"answers": "what direction and how far between feature pairs",
"needs": "points",
"group": "Proximity & distance",
"aka": ""
},
{
"key": "cost_distance",
"name": "Cost Distance",
"answers": "what is the least-cost path/surface between locations (terrain-aware)",
"needs": "points",
"group": "Proximity & distance",
"aka": ""
},
{
"key": "point_in_polygon",
"name": "Point In Polygon",
"answers": "how many/which points fall inside each polygon",
"needs": "points+polygons",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "enhanced_point_in_polygon",
"name": "Enhanced Point In Polygon",
"answers": "aggregate point attributes per containing polygon (count/sum/mean)",
"needs": "points+polygons",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "spatial_join",
"name": "Spatial Join",
"answers": "attach attributes from one layer to another by location",
"needs": "any",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "overlap",
"name": "Overlap",
"answers": "where and how much do polygons overlap",
"needs": "polygons",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "clip",
"name": "Clip",
"answers": "cut a dataset down to the area of another (subset by boundary)",
"needs": "any",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "erase",
"name": "Erase",
"answers": "remove the part of a dataset covered by another",
"needs": "polygons",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "union",
"name": "Union",
"answers": "merge polygon datasets keeping all boundaries",
"needs": "polygons",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "difference",
"name": "Difference",
"answers": "what area is in A but not in B",
"needs": "polygons",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "symmetrical_difference",
"name": "Symmetrical Difference",
"answers": "what area is in A or B but not both",
"needs": "polygons",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "dissolve",
"name": "Dissolve",
"answers": "merge features sharing an attribute value into one (aggregate regions)",
"needs": "polygons",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "overlay_analysis",
"name": "Overlay Analysis",
"answers": "combine layers into one dataset by spatial relationship",
"needs": "any",
"group": "Containment & overlay",
"aka": ""
},
{
"key": "spatial_autocorrelation",
"name": "Spatial Autocorrelation",
"answers": "do similar attribute values cluster in space (Morans I)",
"needs": "points",
"group": "Spatial statistics",
"aka": ""
},
{
"key": "gearys_c",
"name": "Gearys C",
"answers": "local similarity/dissimilarity of attribute values (Gearys C)",
"needs": "points",
"group": "Spatial statistics",
"aka": ""
},
{
"key": "spatial_distribution",
"name": "Spatial Distribution",
"answers": "where is the weighted center and directional spread (SDE)",
"needs": "points",
"group": "Spatial statistics",
"aka": ""
},
{
"key": "standard_deviational_ellipse",
"name": "Standard Deviational Ellipse",
"answers": "what is the directional trend of the distribution",
"needs": "points",
"group": "Spatial statistics",
"aka": ""
},
{
"key": "spatial_outlier",
"name": "Spatial Outlier",
"answers": "which features are spatially anomalous vs neighbors",
"needs": "points",
"group": "Spatial statistics",
"aka": ""
},
{
"key": "spatial_relationships",
"name": "Spatial Relationships",
"answers": "how do two variables relate across space",
"needs": "points",
"group": "Spatial statistics",
"aka": ""
},
{
"key": "gwr",
"name": "GWR",
"answers": "how does a relationship between variables vary by location (GWR)",
"needs": "points",
"group": "Spatial statistics",
"aka": ""
},
{
"key": "interpolation",
"name": "Interpolation",
"answers": "estimate values between sample points (IDW surface)",
"needs": "points",
"group": "Interpolation & surfaces",
"aka": ""
},
{
"key": "kriging",
"name": "Kriging",
"answers": "statistically best-estimate surface from samples + uncertainty",
"needs": "points",
"group": "Interpolation & surfaces",
"aka": ""
},
{
"key": "spatiotemporal",
"name": "Spatiotemporal",
"answers": "how does the pattern move/change over time",
"needs": "points",
"group": "Interpolation & surfaces",
"aka": ""
},
{
"key": "centroids",
"name": "Centroids",
"answers": "the representative center point of each polygon",
"needs": "polygons",
"group": "Geometry derivation",
"aka": ""
},
{
"key": "convex_hull",
"name": "Convex Hull",
"answers": "the outer envelope containing all features",
"needs": "points",
"group": "Geometry derivation",
"aka": ""
},
{
"key": "concave_hull",
"name": "Concave Hull",
"answers": "a tight footprint around the features",
"needs": "points",
"group": "Geometry derivation",
"aka": ""
},
{
"key": "voronoi",
"name": "Voronoi",
"answers": "which area is closest to each feature (service/territory areas)",
"needs": "points",
"group": "Geometry derivation",
"aka": ""
},
{
"key": "delaunay",
"name": "Delaunay",
"answers": "triangulated connectivity between points",
"needs": "points",
"group": "Geometry derivation",
"aka": ""
},
{
"key": "minimum_spanning_tree",
"name": "Minimum Spanning Tree",
"answers": "the shortest network connecting all points",
"needs": "points",
"group": "Geometry derivation",
"aka": ""
},
{
"key": "bubble_map",
"name": "Bubble Map",
"answers": "show magnitude of a numeric attribute per location",
"needs": "points",
"group": "Geometry derivation",
"aka": ""
},
{
"key": "line_intersection",
"name": "Line Intersection",
"answers": "where do lines cross (junctions, chokepoints)",
"needs": "lines",
"group": "Line & network tools",
"aka": ""
},
{
"key": "line_direction",
"name": "Line Direction",
"answers": "dominant movement/flow directions",
"needs": "lines",
"group": "Line & network tools",
"aka": ""
},
{
"key": "line_length",
"name": "Line Length",
"answers": "how long is each line / total network length",
"needs": "lines",
"group": "Line & network tools",
"aka": ""
},
{
"key": "line_segmentation",
"name": "Line Segmentation",
"answers": "split lines into uniform segments",
"needs": "lines",
"group": "Line & network tools",
"aka": ""
},
{
"key": "points_along_line",
"name": "Points Along Line",
"answers": "sample points at intervals along routes",
"needs": "lines",
"group": "Line & network tools",
"aka": ""
},
{
"key": "polygon_to_line",
"name": "Polygon To Line",
"answers": "convert polygon boundaries to line features",
"needs": "polygons",
"group": "Line & network tools",
"aka": ""
},
{
"key": "feature_to_line",
"name": "Feature To Line",
"answers": "convert features to line geometry",
"needs": "any",
"group": "Line & network tools",
"aka": ""
},
{
"key": "feature_to_point",
"name": "Feature To Point",
"answers": "convert features to point geometry (for point-only tools)",
"needs": "any",
"group": "Line & network tools",
"aka": ""
},
{
"key": "split_line",
"name": "Split Line",
"answers": "split a line at a point",
"needs": "lines",
"group": "Line & network tools",
"aka": ""
},
{
"key": "aggregate_points",
"name": "Aggregate Points",
"answers": "per-polygon counts/sums/means of point data (summarize points into areas)",
"needs": "points+polygons",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "append_data",
"name": "Append Data",
"answers": "stack features from one layer onto another existing layer (same-schema, in place)",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "area_measurement",
"name": "Area Measurement",
"answers": "how large is each polygon (area in km2/hectares/acres)",
"needs": "polygons",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "attribute_statistics",
"name": "Attribute Statistics",
"answers": "count/sum/mean/min/max/std dev of an attribute column across the layer",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "containment_analysis",
"name": "Containment Analysis",
"answers": "which features contain or are contained by features of another layer",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "delete_fields",
"name": "Delete Fields",
"answers": "remove attribute columns from a layer",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "densify",
"name": "Densify",
"answers": "add vertices at regular intervals along lines/polygons (precision prep)",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "derive_new_locations",
"name": "Derive New Locations",
"answers": "which features satisfy combined spatial + attribute criteria against another layer (intersect/contain/within/difference)",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "directional_distribution",
"name": "Directional Distribution",
"answers": "what is the directional trend and spread (standard deviational ellipse)",
"needs": "points",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "distance_matrix",
"name": "Distance Matrix",
"answers": "pairwise origin-destination distances between all features",
"needs": "points",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "enclose",
"name": "Enclose",
"answers": "draw an enclosing circle or hull around features on the map",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "enrich_layer",
"name": "Enrich Layer",
"answers": "attach computed context (area, perimeter, centroid, labels) to features",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "find_existing_locations",
"name": "Find Existing Locations",
"answers": "which existing features match multi-criteria attribute + spatial queries",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "find_similar_locations",
"name": "Find Similar Locations",
"answers": "which features are most similar to a reference feature across attributes",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "fishnet",
"name": "Fishnet",
"answers": "generate a regular square/hex sampling grid over the extent",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "mean_center",
"name": "Mean Center",
"answers": "where is the (weighted) geographic center of mass of the features",
"needs": "points",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "merge",
"name": "Merge",
"answers": "combine multiple layers into one feature set",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "minimum_bounding",
"name": "Minimum Bounding",
"answers": "smallest rectangle/circle/hull enclosing the features",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "near",
"name": "Near",
"answers": "the closest feature and its distance for each input feature",
"needs": "points",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "select",
"name": "Select",
"answers": "subset features by attribute or spatial condition",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "simplify_features",
"name": "Simplify Features",
"answers": "reduce vertex detail while preserving overall shape",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "smooth_features",
"name": "Smooth Features",
"answers": "smooth jagged line/polygon geometry",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "spatial_bisector",
"name": "Spatial Bisector",
"answers": "the perpendicular bisector line between two points/features",
"needs": "points",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "split_features",
"name": "Split Features",
"answers": "split polygons into grid cells or equal parts",
"needs": "polygons",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "summarize_nearby",
"name": "Summarize Nearby",
"answers": "totals/statistics of features within X distance of each feature",
"needs": "any",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "summarize_within",
"name": "Summarize Within",
"answers": "point counts and attribute statistics within each polygon zone",
"needs": "points+polygons",
"group": "Utility & Esri-parity tools",
"aka": ""
},
{
"key": "calculate_field",
"name": "Calculate Field",
"answers": "compute a new attribute from an arithmetic expression over each feature (writes back to the layer)",
"needs": "any",
"group": "Server-side statistics",
"aka": ""
},
{
"key": "median_center",
"name": "Median Center",
"answers": "the geometric median location minimizing total travel distance (optionally weighted)",
"needs": "points",
"group": "Server-side statistics",
"aka": ""
},
{
"key": "central_feature",
"name": "Central Feature",
"answers": "which member feature is most central (minimum total distance to all others)",
"needs": "points",
"group": "Server-side statistics",
"aka": ""
},
{
"key": "standard_distance",
"name": "Standard Distance",
"answers": "how dispersed are features around their mean center (standard distance circle)",
"needs": "points",
"group": "Server-side statistics",
"aka": ""
},
{
"key": "linear_directional_mean",
"name": "Linear Directional Mean",
"answers": "the mean bearing and circular variance of line features (dominant flow direction)",
"needs": "lines",
"group": "Server-side statistics",
"aka": ""
},
{
"key": "tabulate_intersection",
"name": "Tabulate Intersection",
"answers": "per-zone area-weighted class breakdown (intersect class polygons with zones)",
"needs": "polygons",
"group": "Server-side statistics",
"aka": ""
}
]
}