AI Contract Sentinel

Purpose

Contracts increasingly include AI-generated clauses, but parties need transparent checks for hallucinated obligations, missing provenance, and risky automated edits.

A contract review manifest checker that validates source documents, reviewer role, clause risk tags, and unresolved human review items.

What it does

Validates a domain-specific AI governance packet, scores readiness, and returns concrete findings that contributors can improve.

Why it matters

AI systems are moving from chat into action. This project makes one hard operational risk easier to inspect, test, and govern in public.

Who should use it

Risk triage for AI-generated or AI-reviewed contracts. Builders can start with the CLI, then add adapters, fixtures, schemas, and integrations.

Quick Start

npm test
npm start -- sample

Example Packet

{
  "contract": {
    "id": "msa-42",
    "jurisdiction": "NY"
  },
  "review": {
    "aiGeneratedClauses": [
      "data_processing"
    ],
    "humanReviewer": ""
  },
  "risks": [
    {
      "clause": "indemnity",
      "severity": "medium"
    }
  ]
}

Contribution Tracks

Good first issues

clause taxonomies
citation checkers
redline provenance
jurisdiction adapters

Core improvements

Add JSON Schema validation.
Add more real-world, non-sensitive fixtures.
Improve scoring transparency and edge-case tests.

Integration work

Build adapters for common AI frameworks.
Add CI checks and report exports.
Connect the packet format to operational workflows.