See it work

Watch verification actually happen.

Claims about grounded AI are easy to make and hard to see. These recordings show the mechanics: a verdict attached to every clause, a release gate that refuses to ship unverified work, and a fabricated citation caught before it reaches a filing.

hares — a contract review, end to end

[working prototype] [synthetic data]

A vendor agreement goes through the full pipeline — routing, grounding, cross-vendor review, and the release gate — on a representative simulated matter.

What to watch for
A verdict in every margin
Each clause carries a visible grounding tag — grounded, hair on it, or ungrounded. Nothing is silently trusted.
The gate refuses to ship
One unsupported clause blocks release outright — not a warning banner, a block.
A hallucination, caught
A confident citation resolves to a different case than the one named. The system flags the mismatch; a human strikes it.
Sealed, with a trail
Once every claim resolves, release seals the work with a cryptographic hash and an audit record.

Citation integrity, inside the drafting workflow

[internal tooling] [synthetic matter]

The same verification discipline applied where filings are drafted: every authority checked against the record before anything leaves the office. Demonstrated on a representative simulated matter — no client information appears.

What to watch for
Every authority checked
Each citation is verified against the record rather than trusted because it looks well-formed.
Failure modes, named
Invented authority, a real cite attached to the wrong case, a real case cited for something it never held, a fabricated quotation — each is a distinct check.
Unverifiable is not false
What can't be confirmed is marked unconfirmed and escalated — never asserted, never quietly dropped.
The lawyer signs
The system surfaces and blocks; the professional decides. It assists judgment, it does not replace it.

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