Practice
In-House Teams Are Now Leading AI Adoption
Legal departments, pressed to do more with less, are outpacing their outside counsel.
By Priya Raman · September 11, 2026 · 7 min read

For decades, in-house teams waited for law firms to innovate. That dynamic has reversed. Corporate legal departments are deploying contract AI, self-service tools and triage systems faster than many of their firms.
The motivation is budget. Flat headcounts and growing workloads make automation a necessity. Contract review and NDA processing were the first to go; regulatory monitoring is next.
This changes what in-house teams buy from outside counsel: less volume work, more strategic and high-stakes advice.
Firms should ask clients directly what they now handle internally. The answer will shape their pitch for the next five years.
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