Contract review assistant for a legal team
A tool that extracts key clauses from contracts, compares them against the team's playbook and highlights deviations for a lawyer to review.
Problem
01 — OverviewFirst-pass review of routine contracts — NDAs, vendor and service agreements — took lawyers hours that could go to higher-value work.
Speed up first-pass review by surfacing the clauses that matter and how they differ from the team's standard positions, with every finding linked to the text.
Solution
02 — Build- 01
Uploaded contracts are parsed and split into clauses.
- 02
The model classifies each clause and compares it with the matching playbook position.
- 03
Deviations are flagged with a risk level and a suggested fallback from the playbook.
- 04
Every finding links to the exact contract text; the lawyer makes the final call.
Architecture
03 — SystemAI workflow
04 — SequenceUpload the contract
Split into clauses and classify them
Retrieve the relevant playbook positions
Flag deviations with risk and fallback wording
Lawyer reviews and exports the markup
Technology & role
05 — DeliveryProduct design, clause pipeline, playbook retrieval, review interface and evaluation.
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