Satellite change detection — Railways
Earth-observation models detecting construction, encroachment and damage. Delivered for a railways client in Pune.
- Location
- Pune
- Year
- 2026
- Duration
- 18 weeks
- Team
- 5 engineers
- 13k
- km² monitored
- 88%
- detection precision
- 3.4 days
- revisit
The challenge
Existing vendors had delivered pieces of a satellite change detection system, but nobody owned the integration and the pilot had stalled.
What we built
Built in our Motera lab, validated on a replica rig, then commissioned on site in days using PyTorch and PostGIS.
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
- Integrated with existing PLC, ERP or GIS systems — no rip-and-replace
- Documentation, drawings and source handed over at close
- Operator training delivered in Gujarati, Hindi and English
- Safety case reviewed with the client's EHS team
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