Case studies
Contract Review & Redline Agent
Legal & Professional Services
The pattern
Associates spend hours per contract flagging non-standard clauses against firm playbooks before a partner ever sees it.
Agent architecture
- Agent redlines contracts against a firm-specific clause library and risk playbook via RAG.
- Every flagged clause carries a cited source (playbook section or precedent), with no unsourced suggestions.
- Final redline requires attorney sign-off before it leaves the building; the agent never sends anything externally.
Stack
RAGDocument ParsingClause LibraryHuman-in-the-Loop
Want this pattern built for your business?
This is an architecture we would build, not one we have delivered yet. The engineering behind it is the same discipline as every verified engagement in the ledger. Book a call and we will scope it against your actual constraints.