THE PRACTICE
Applied Technology
A useful tool makes the evidence easy to inspect and its limits hard to miss. Our prototypes combine geospatial processing, model outputs and field review in workflows built around actual users.
Ground data collection and review
Location-linked observations and photographs can support map validation and model improvement. Review controls flag records that need attention instead of treating every prediction as equally certain.
- Geotagged field observations
- Photo-based review workflows
- Quality and confidence cues
Maps that invite investigation
Interactive map filters and linked summaries let an analyst move from a regional overview to a specific location, inspect supporting information and export the result.
- Spatial search and filtering
- Clear comparison views
- Traceable outputs for review
Models with a human review path
Image and geospatial models can assist classification. We design for uncertainty, unfamiliar inputs and verification so a model result remains an aid to judgement.
- Visual explanation of predictions
- Needs-review pathways
- Field feedback loops
HOW WE APPROACH IT
Design for the user and the evidence.
The interface should show what data produced an output, what the model can and cannot infer, and where a person must review the result.
See Earth Intelligence ↗