The research, and the AI it ships.

Two research programs: owned sensors in catchments, and machine-learning inversion of synthetic-aperture radar from orbit. One product, iGrid: the water-risk AI for insurance, reinsurance, and capital.

Two programs behind every score.

PRG-01 Active · v1.4

Sensors & Ground Truth

The lab operates its own gauges, rain and water-level sensors, and soil-moisture nodes across partner catchments. Live telemetry calibrates every downstream model.

  • Stream & rain gauges
  • Soil-moisture mesh
  • Edge ingest
  • Live telemetry
PRG-02 Active · v2.1

SAR & Satellite Mapping

Machine-learning inversion of synthetic-aperture radar at sub-metre resolution, fused into all-weather, day-night flood extents, calibrating the ground network and reconstructing event footprints within hours.

  • ML inversion
  • All-weather mapping
  • Sub-metre resolution
  • Footprint reconstruction

Delivered as iGrid.

Sensors meet satellite. Calibrated probability surfaces become OEP, AEP, TVaR, and capital signals for the insurance stack.