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System dossier · Entry 005

Fra Mitra

GOVTECH · SPATIAL INTELLIGENCE · 2025

Status

Prototype · Govtech pilot

Scope

Forest Rights Act workflows

Operational summary

Fra Mitra supports Forest Rights Act verification by combining document intelligence with geospatial analysis — extracting claims from scanned records, linking entities to map layers, and presenting results through a WebGIS interface.

OCR and NER pipelines process legacy documents; satellite imagery and PostGIS store spatial boundaries; GeoServer serves map tiles; the frontend exposes layers for officers reviewing land-rights cases.

The system was architected as a decision-support tool — surfacing evidence and spatial context for human review rather than automating legal conclusions.

Interface capture pending · Ref. 005

Fig. 005 — Interface capture

Technology stack

Frontend

  • React
  • Leaflet / WebGIS
  • TypeScript

Backend

  • Python
  • FastAPI
  • GeoServer

Data & ML

  • PostGIS
  • PostgreSQL
  • TensorFlow
  • OpenCV

Infrastructure

  • Docker
  • GPU inference
  • Tile caching

Operational pulse

Land-rights evidence on a map — not buried in a filing cabinet.

OCR + NER

Document intake

PostGIS

Spatial layers

WebGIS

Officer review UI

Module 01

Document scan

Legacy records parsed and structured.

Operational unit→
Module 02

Entity extract

Claims linked to named entities.

Operational unit→
Module 03

Satellite layer

Boundaries overlaid on map tiles.

Operational unit→
Module 04

Decision support

Evidence surfaced for human review.

Operational unit→