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Building a Contract verification agent with Claude agent SDK

Building a Contract verification agent with Claude agent SDK

Background

One of our clients ran a high volume legal operations team reviewing inbound contracts manually. The process worked, but it was slow, inconsistent across reviewers, and prone to missing edge cases as the volume of agreements grew.

Building a Contract verification agent with Claude agent SDK
Building a Contract verification agent with Claude agent SDK

Challenge

Move contract review from a manual, multi day process to an agentic system that extracts key terms, compares clauses against the standard library, and flags risk consistently — without losing the nuance and citations a legal team needs to trust the output

Goals

  • Standardize how contracts are reviewed.
  • Catch non standard and risky clauses early.
  • Free legal ops to focus on negotiation, not triage

Objectives

  • Cut contract review turnaround by over 95%.
  • Reach maximum citation coverage on every flag.
  • Lift non standard clause detection above 80%.
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