Document intelligence — Banking
OCR and language models that extract, validate and route paperwork. Delivered for a banking client in Hyderabad.
- Location
- Hyderabad
- Year
- 2023
- Duration
- 15 weeks
- Team
- 8 engineers
- 96%
- field accuracy
- 8.7×
- faster processing
- 11k
- docs per day
The challenge
Leadership wanted measurable results inside one quarter, with no disruption to running operations.
What we built
A phased rollout: a measured pilot first, then scale-out. The core runs on PaddleOCR with LLM agents, integrated into existing systems through Svelte.
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
- Before-and-after measurements agreed with the client up front
- Designed, built and supported from Motera, Ahmedabad
- Integrated with existing PLC, ERP or GIS systems — no rip-and-replace
- Remote monitoring and over-the-air updates included
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