10/28/2026
In law firms that tried AI and backed away, nothing blew up. A paralegal just started checking everything twice.
They describe rechecking every citation by hand, which takes longer than the old way did. The tool got adopted and the fear got adopted with it. The net came out negative.
That’s a design problem, not a discipline problem. Verification that works isn’t a warning under the output. It is built in where the output is made.
When we mapped this for a New York personal injury firm, the partners named two worries: a made-up fact reaching a filing, and client data leaving their control. Four things answer them.
Page references on every fact. A date or a figure in a draft chronology carries the page it came from, so checking it is a glance. Without that, verifying means reading the records again.
Unconfirmed by default. A deadline pulled from intake documents lands in the Clio calendar marked unconfirmed and stays there until a person confirms it. Nothing downstream treats it as a real date.
A fixed list of allowed writes. The system writes what is on the list and nothing else, so what it might have changed in Clio stops being a question anyone investigates.
No training on firm data, and no access to trust accounts. Those are contract terms, not settings someone can toggle.
And the part the map makes obvious: nobody’s day changes. Intake staff, paralegals, attorneys and the administrator keep working in Clio and Microsoft 365, while the new layer sits behind them.
We don’t go near legal research or citation generation. We set that scope on purpose, and the work that’s slow for mechanical rather than legal reasons is more than enough to fill an engagement.
At your firm, does checking an AI draft mean glancing at a page reference, or rereading the whole file?