◎ CASE / 004◎ AI AGENT◎ KR◎ 2024◎ SHIPPED
Law FirmPOWERED BY CREWLESS
Legal Contract Reviewer
Legal Contract Reviewer
Detects risky clauses vs. standard contracts, highlights internal policy violations.
ROLE
AI Agent Design & Build
PERIOD
2024
MARKET
KR
HEADLINE
4h→20min · Review time
(01) Challenge · The problem
“Starting point”
Contract review is intensive work: comparing each clause against standard templates to surface risk takes hours per document. The more fatigue accumulated, the higher the chance of missing a clause that violated internal policy.
(02) Solution · How we solved it
“Approach”
Contracts are parsed clause by clause with Python and LangChain, and Claude compares each clause against the standard template to detect risk. Internal policy violations are highlighted with reasoning, so lawyers can focus their review on the flagged clauses first.
(03) System · How it runs
Running on the engine.
INTAKE
DOC · PDF
CREW
LESS
LESS
ORCHESTRATOR
PARSE AGENT
CLAUSE EXTRACT
RISK AGENT
POLICY CHECK
REPORT AGENT
HIGHLIGHT OUTPUT
>pipeline · legal-contract-reviewer · production▌● IN PRODUCTION
Runtime log · Sample run
▌
(04) Outcomes · Results
Proven by numbers.
4h→20min
Review time
First-pass review that once took hours per contract was drastically shortened by the agent's pre-analysis.
Auto
Risk highlighting
Deviations from the standard contract and policy violations are flagged automatically with supporting reasoning.
0-click
Review report
A structured clause-by-clause report is generated in a single click.
(05) Stack · Tools used
Trusted tools only.
01 · AI
- ▸Claude API
- ▸LangChain
02 · Backend
- ▸Python
▸ Related · AI AGENTALL PROJECTS →
START / FREE CONSULT · NDA OK