Starter Instrumented boundary Govern AI legal & contract agents →

Govern an AI legal & contract agent with GOVENANT

Use GOVENANT and an AI legal workflow together — govern the AI legal & contract agents, not the framework. In legal work, “I reviewed it” has to be provable.

The use case

A mid-size firm uses agents to review inbound contracts and draft first-pass redlines; associates review the output before it goes out.

The challenge

When a clause is missed, there’s no record of what the agent actually checked versus what it claimed — and no enforced guarantee that a human authorized anything that left the building. “The AI reviewed it” has to be provable, and right now it isn’t.

What the record reveals

Every redline, flag, and draft becomes a verified action row against the document; filing and sending are pinned to human approval in code. The record shows one matter type where a required clause check silently never ran — caught by coverage math, not by a missed deadline.

How it maps

The substrate: The matter and document record: redlines applied, clauses flagged, documents generated, filings prepared — verifiable artifacts, checked against what the agent claims it did.

The path — Instrumented boundary: Add a thin hook at the action boundary — no access to prompts, reasoning, or models — so every action and its outcome is recorded.

GOVENANT shapean AI legal workflow source
Action rowEach document edit, clause flag, and generated draft against the matter record
Ownership gate (pinned to human)Filing, sending, and client-binding actions — pinned to human approval, permanently
Verified outcomeThe artifact: redline applied, clause flagged, draft generated — checked against the document, not the summary
MissA required clause check that silently never ran; a deadline never docketed

Run it

  1. Instrument the action boundary: edits, flags, drafts, filings become verified action rows.
  2. Pin filing/sending to human approval as permanent ownership gates.
  3. Key completion to the artifact; sweep read-only over the matter store; review coverage with practice leads.

The substrate shapes and acceptance tests are open (CC BY 4.0): developer integration · the portable schema.

What you can claim

A real integration wears the Built-on badge; levels are self-assessed against the open standard and published with probe logs — never “certified,” and never a substitute for professional responsibility. What it gives a legal team is an inspectable record that the agent-assisted work happened as claimed.

Status — kept honest

It will never say “supported” or “certified” before a working example lands and its record is public — progress lives in the GitHub issue. Holding our own examples to the standard’s claims discipline is the product.

All sample projects · Govern AI legal & contract agents · All integrations · Run the audit