A screened bench of GIS, remote-sensing, GeoAI, GEOINT and 3D specialists for evaluation, training-data, red-teaming and analysis work. Every expert passes a track-specific assessment and a human review before they see an engagement. GeoBit handles vetting, contracting and payment. You get people who can tell a SAR artefact from a ship.
Generalist expert networks have doctors and lawyers. They do not have twenty vetted imagery analysts on call. This is the geospatial slice, done properly.
Write rubrics, grade model outputs, build geolocation and geospatial-reasoning benchmarks, and catch the hallucinated coordinate the model is confident about.
Imagery annotation, change-detection labels, reasoning traces, structured risk assessments and spatial QA — produced by people who know what a false positive looks like from orbit.
Probe geospatial and intelligence models for fabricated locations, invented events, misread imagery and unsafe capability. US-based experts available for sensitive scopes.
Image geolocation and verification, activity analysis, sub-national risk scoring and AI-assisted analyst desks that run an LLM workflow and fix what it gets wrong.
Each expert is assessed separately on every track they join, starting with one: five geospatial tracks for AI teams and data work, seven security, intelligence and operations tracks that staff the managed desks: assessments, the watch, executive protection, conflict and crisis work.
Cartography, spatial databases, ETL, spatial analysis and statistics, Esri and open-source stacks.
Optical, multispectral and SAR imagery, change detection, annotation, photo-interpretation.
Spatial models, imagery computer vision, geospatial foundation-model evaluation, spatial data science.
Image geolocation and verification, activity analysis, terrain analysis, sub-national and route risk assessment.
LiDAR and point clouds, photogrammetry, digital twins, 3D tiles, AR and spatial computing.
Site surveys, perimeter and approaches, access control, guard posture, costed mitigation plans.
Threat actors by intent and capability, likelihood and impact scoring, scenarios, mitigation and residual risk.
Watch-floor operations, triage and verification, escalation, situation reports and pass-downs.
Advance work, route risk by stretch, safe havens, check-ins, panic and escalation, after-action.
Protest and unrest forecasting, conflict tracking, actor mapping, verification and geolocation.
Hazard monitoring, impact assessment, evacuation and accountability, continuity, humanitarian access.
All-source and open-source intelligence: collection planning, sourcing and verification, assessments with stated confidence, briefs and requests for information.
Domain skill alone is not enough. Every candidate also has to grade a model's answer, write a rubric and explain the model's mistake in writing — because that is the work.
Track, tools, years, asking rate, availability, timezone, citizenship and clearance. Citizenship and clearance are tagged at intake so ITAR-sensitive scopes only ever see eligible experts.
Six track-specific knowledge questions plus three applied tasks — two in their discipline, one grading a flawed model answer. About 45 minutes, timed.
Knowledge questions are scored the moment they submit; written work is graded against a rubric. The bar is 90 out of 100, every candidate is told their score, and a GeoBit analyst reads the written work of everyone who clears it before they go on the bench.
Vetted experts are matched to your scope by track, skills, rate, hours and eligibility. First engagements are supervised by GeoBit until the expert has a track record.
Tell us the scope — the track, the task type, hours per week, start date and any citizenship or clearance constraints. A short call if the scope is new to us.
Shortlist in 72 hours. You see anonymized profiles with assessment outcomes, rates and availability. You pick; we contract.
Start with a pilot. Twenty hours, one expert, one deliverable. If the work is good you scale to a pod. If it is not, you owe us the twenty hours and nothing else.
Experts can work inside GeoBit. Structured tasks run on our platform, so outputs come back as data — labeled, timestamped, reviewable — not as loose documents.
Tell us what you need and we will come back within one working day with a plan, and within 72 hours with a shortlist.
Request a scoping call →Set your own hourly rate, take one assessment, accept only the engagements you want. Contracted and paid through GeoBit.
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