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AI Agent

Clauseway: Contract review agent

An AI agent that compares incoming contracts against a firm playbook and drafts redlines, with a lawyer approving every outcome.

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Sector
Legal
Typical client
In-house legal team handling supplier agreements
Typical timeline
12 weeks
Typical team
3 engineers, 1 domain lead
Contract review agent comparing clauses to a firm playbook with lawyer sign-off
Contract record with risk summary, redlines and approval history
Clause library with preferred positions, fallbacks and usage data

About this project

Legal teams spend a large share of their time on routine contracts where most clauses are standard. The risk is in the small number that are not, and these are easy to miss under pressure.

Clauseway compares each contract with the team's own playbook and drafts suggested changes. It works as a first reviewer only, and a lawyer approves everything that leaves the team.

Objectives

  • Shorten the first review of routine contracts
  • Apply the same negotiating position across every reviewer
  • Keep lawyers accountable for every final decision

What’s delivered

  • Clause extraction from Word and PDF contracts
  • Playbook comparison with risk scoring
  • Tracked-change redline drafts
  • Mandatory lawyer sign-off and audit trail
  • Evaluation suite built from approved reviews

Target outcomes

-65%

target first-pass review time

100%

lawyer sign-off required

95%

clause identification objective

0

unaudited decisions goal

Technology

  • Claude
  • Python
  • pgvector
  • Temporal
  • Microsoft Graph

Services involved

More work like this

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