ContractDriftWatch: Clause Change Monitor
Automatically tracks and alerts small law firms when contract templates drift from their approved versions across client documents.
The Problem
Solo lawyers and small law firms use templated contracts for efficiency, but have no systematic way to catch when clauses get modified by clients, assistants, or across different matters. This creates compliance risks, missed fee adjustments, and liability exposure when terms silently change between versions.
Target Audience
Solo practitioners and 2-10 person law firms handling contract work (real estate, corporate, employment); legal operations managers at mid-market firms.
Why Now?
AI can now understand legal clause semantics cheaply (Claude API), and small firms are desperate to automate compliance without hiring; contract drift is a known pain point with zero cheap solutions.
What's Missing
Existing tools focus on e-signature and workflow, not on detecting *sneaky changes* to approved templates. Small firms can't afford enterprise contract intelligence platforms.
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