Satellite change detection — Forestry
Earth-observation models detecting construction, encroachment and damage. Delivered for a forestry client in Mehsana.
- Location
- Mehsana
- Year
- 2026
- Duration
- 23 weeks
- Team
- 3 engineers
- 60k
- km² monitored
- 95%
- detection precision
- 5.1 days
- revisit
The challenge
Leadership wanted measurable results inside one quarter, with no disruption to running operations.
What we built
We ran a two-week discovery sprint, then built and fielded the system end to end on PyTorch, GDAL and PostGIS, with operator training and an SLA.
Delivery timeline
Phase 1
Discovery sprint and site survey
Phase 2
Prototype built and tested in the Motera lab
Phase 3
Pilot on site with before/after measurement
Phase 4
Scale-out, training and handover
Highlights
- Remote monitoring and over-the-air updates included
- Safety case reviewed with the client's EHS team
- Designed, built and supported from Motera, Ahmedabad
- Operator training delivered in Gujarati, Hindi and English
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