AI for in-house counsel: a leaner playbook
2026-10-23 · 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 legal advice. Always verify every authority and let a named lawyer sign off.