about project
Vision + OCR pipeline extracting clauses, expiry dates, and obligations into Postgres.
- python
- paddleocr
- fastapi
- minio
Paralegals retyped PDFs drafted by outside counsel inconsistently.
We built ingestion with layout-aware OCR and clause spotting models with reviewer UI.
Version diffing raises redlines when counterparties revise sensitive sections.
Outputs sync to Salesforce opportunities with watermarking.
Features
- Layout OCR with confidence ribbons
- Clause-level diff timelines
- Salesforce linkage with hashing
- MinIO versioning with legal hold tags
- Batch API for ZIP uploads
Case
study
Approach
How we framed the challenge, shipped the solution, and measured outcomes.
Challenge
Stakeholders lacked a single dependable source of KPI truth.
Our approach
Shipped dashboards with guardrails and explicit ownership.
Results
Clause-level mistakes caught earlier.
Key metrics
−27%
−4,200 / quarter
+3x faster
Work in stages
Requirement Gathering & Discovery
1
Project
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