Vol. I · Est. 2026Subscribe

Future Counsel

A Review of Law, Technology & the Profession Ahead

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.

§

Further reading

Practice

Why Small Firms May Win the AI Decade

Lean practices can adopt faster, price more creatively and market more personally than their larger rivals.

Daniel Ferreira · October 6, 2026 · 6 min