Legal Operations
AI Contract Intelligence & Legal Operations Platform
Approval compliance 100%
Contract intake, clause RAG, policy/risk, MCP+HITL, obligations/renewals, and governed redlines.
M0–M10 complete · API 2.1.0
The problem
Legal/commercial teams drown in intake, clause hunt, renewals, and ungoverned AI risk.
Intake backlog
Contracts pile up without classification.
Invented findings
LLMs invent clauses and risk.
Silent contract edits
Redlines without approval or ACL.
Missed notice windows
Renewals and obligations slip.
ACL leaks
Wrong roles see sensitive agreements.
The solution
FastAPI owns clause RAG, risk, and HITL edits; n8n owns intake/notify — no silent contract writes.
Governed contract intelligence for intake, clause hunt, renewals, and approvals — not ChatGPT-over-PDF.
OCR + classify
Structured intake pipeline.
Clause RAG
Grounded clause retrieval and compare.
Policy/risk + HITL
MCP tools with approval on edits.
Obligations/renewals
Tracked notice windows.
CLM stubs
Safe integration paths for repository sync.
Contracts → OCR/classify → FastAPI clause RAG/risk/HITL → Postgres/Qdrant → renewals/CLM → dashboard
Before → After
Architecture
Delivery
Milestone narrative from kickoff through closeout — all gates met.
| ID | Theme | Unlocked |
|---|---|---|
| M0–M1 | Architecture + skeleton | Compose stack, schema, FastAPI, n8n, health |
| M2–M3 | Core intelligence | Orchestrator/agents, RAG, primary integrations |
| M4–M5 | Reliability + HITL | Approvals, DLQ, audit, Phase 1 gate |
| M6–M7 | Depth + Phase 2 | Secondary channels/agents, Phase 2 regression |
| M8–M9 | Dashboard + scale | Ops UI RBAC, eval, observability, adapters |
| M10 | Closeout | Docs, UAT/smoke, KT pack, deliverables |
Proof
Verified on local Docker dry-run — no invented client metrics.
m10_gate
all_pass
Closeout
Unauthorized
0
ACL enforced
Approval
100%
Edits gated
Silent writes
0
Audit path
Stack
- FastAPI
- n8n
- Postgres
- Redis
- Qdrant
- OCR
- HITL
- Caddy
Want a system like this?
We build production AI ops platforms — multi-agent orchestration, RAG, CRM, and reliable automation — not one-off chatbot demos.