AI for in-house counsel: a leaner playbook
Oct 23 2026 · Business
In-house teams have less time and more repeat work. Where AI pays off first.
In-house teams get the most from AI on repeat, high-volume work: contract review against a playbook, first-pass triage of inbound queries, summarising long documents, and drafting internal guidance. Start with one workflow, define what 'verified' means for it, and keep a register. In-house teams also benefit most from a written AI policy, because they are usually the ones asked to sign one off for the whole business.
Where to start
- One repeat workflow (usually contract review).
- A written definition of verified.
- A register from day one.
The policy is your leverage
In-house teams are often asked to approve AI use across the company. Having a one-page policy you wrote for legal work makes you the source of the standard, not the last to know.
Written for legal professionals. Not a guarantee of accuracy — always verify every claim against its source, and let a named human sign off. Get the free handbook.