Legal · RAG & document intelligence · India

Clause search across two decades of contracts, with every answer cited

Permission-aware retrieval over 200,000 contracts and opinions, answering at clause level with a citation on every line.

Confidential — corporate law firm

RAGDocument intelligence

⌕ limitation of liability capped at 12 months' fees, SaaS

“…the aggregate liability of the Supplier shall not exceed the fees paid in the twelve (12) months preceding the claim…”

MSA-2019-044 · §12.3 · p.14

2 more precedents · matter access verified

3 citationsrefuses without a source

200k docs

searchable at clause level

every answer

carries a clause-level citation

matter-scoped

access enforced at retrieval time

The problem

Associates spent hours finding precedent clauses across roughly 200,000 contracts and opinions held in three document systems — and could not rely on a general chatbot without re-verifying every line.

What we built

Ingestion across three document systems with OCR, clause-level chunking and matter metadata
Hybrid retrieval and reranking tuned on real questions from the firm's own associates
Answers that cite the exact clause, refuse when support is missing and respect matter-level access rights
Deployed in the firm's own cloud tenancy, with no client data used for model training