01 Pilot-ready geospatial intelligence

Know where to investigate before expensive fieldwork begins.

GroundTruth AI fuses satellite imagery, radar, terrain and environmental evidence to rank high-priority investigation zones—so institutions can deploy surveys and field teams with confidence.

Multi-sensor evidence
Spatial validation
GIS-ready outputs

Earth observation · explainable AI · expert decision support

02 The intelligence core

From fragmented signals to a defensible field plan.

A disciplined evidence engine transforms optical imagery, SAR, terrain, environmental variables and temporal change into reviewable investigation priorities.

01Ranked candidate zones

02Evidence and uncertainty layers

03GIS-ready deliverables

01 / INPUT

Ingest

Satellite, radar, terrain and contextual layers.

02 / CONTROL

Validate

Spatial separation, hard negatives and leakage control.

03 / MODEL

Rank

Confidence-aware prioritization with traceable evidence.

04 / OUTPUT

Deliver

Priority maps, polygons and technical evidence summaries.

03 Validation discipline

Built for decision reliability—not accuracy theatre.

Nearby geography can leak across conventional training and test sets. GroundTruth AI is designed around spatial separation, hard-negative learning and outputs experts can interrogate.

Leakage control

Coordinates and nearby regions are separated to reduce geographic memorization.

Hard negatives

Models face quarries, terraces, construction and other confusing landscapes.

Explainability

Scores remain connected to evidence, uncertainty and traceable source layers.

Expert review

The platform prioritizes investigation; it does not replace technical judgment.

04 One core, many missions

Focus scarce field resources where evidence is strongest.

Satellite view of terrain used for groundwater screening

Primary mission

Groundwater & climate-resilient land

Regional screening before hydrogeological, geophysical and field validation.

Expansion

Environmental monitoring

Landscape change and risk-oriented inspection planning.

Expansion

Infrastructure & land

Prioritized ground investigation for engineering and public planning.

Expansion

Cultural heritage

Survey prioritization and protection workflows for expert teams.

GroundTruth AI supports prioritization and evidence generation. Field verification remains essential.

05 Evidence packages

See how analysis becomes an institutional decision artifact.

Sample outputs demonstrate the clarity, structure and auditability of a GroundTruth AI engagement. Demo materials are explicitly labeled and never presented as field-verified evidence.

01PDF · Pilot format