# PacketCourt Build Plan

## Phase 1: Evidence Engine

- Parse common front-of-pack claims.
- Extract ingredient, nutrition, licensing, and expiry evidence.
- Produce conservative structured verdicts.
- Refuse unsupported legal, medical, and safety conclusions.

## Phase 2: Small-Model Pipeline

- Integrate MiniCPM-V-4.6 for evidence-region discovery and OCR correction.
- Build and publish an Indian packet-claim audit dataset.
- Fine-tune MiniCPM5-1B for constrained claim-to-evidence mapping.
- Evaluate against deterministic golden cases.

## Phase 3: Product And Submission

- Add evidence crops and front-versus-back persuasion-gap view.
- Add anonymized trace export.
- Validate with real Indian packaged foods and family users.
- Publish Field Notes, demo video, public GitHub repository, and Space.