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L5 · Expert: the AI-era legal function8 min read

Outside counsel in the AI era: guidelines, billing and panels

Your law firms are adopting AI quickly. That changes what you should expect from them and how you pay.

Update your outside counsel guidelines

Add an AI section that covers:

  • Disclosure: which AI tools the firm uses on your matters, at least for categories of work.
  • Confidentiality: your data only in tools with no-training and confidentiality terms; no consumer tools; sub-processors disclosed.
  • Verification: every authority checked by a lawyer before filing; the firm is responsible for AI-assisted work as for any other.
  • Court rules: compliance with AI certification or disclosure rules.
  • Billing: no billing for time not spent; no charging for learning tools; AI costs only as agreed.

Billing and pricing

Hourly billing rewards time, and AI reduces time. ABA Formal Opinion 512 says lawyers may bill only for time actually spent and should not charge for learning a tool for general use; any AI-related costs should be agreed in advance. Practical options:

  • Fixed or capped fees for work AI makes predictable (due diligence, document review, standard contracts).
  • Portfolio or subscription arrangements for volume work.
  • Value-based pricing for outcomes.
  • Shared savings clauses in panel agreements.

Panel reviews

Ask firms at panel review: what AI they use, how they validate and verify it, how they protect your data, and how efficiency has shown up in your bills. Reward firms that share the gains.

Courts are watching fee claims too

Courts scrutinize AI-related fee claims. In 2024 a U.S. federal judge in New York rejected a law firm's use of ChatGPT to support its requested hourly rates as "utterly and unusually unpersuasive" and cut the fee award.

What this means for the General Counsel

What this means for a General Counsel

AI is your strongest lever in outside counsel negotiations in years. Use it: update guidelines, move predictable work to fixed fees and ask every panel firm to show how AI efficiency reaches your bill.

At the same time, protect quality: make verification and confidentiality explicit obligations. A cheaper brief with a fake citation is not a saving.

Start with your top five firms by spend. Ask each for a one-page AI statement against your new guidelines, and discuss it at the next relationship review.

Real example

In J.G. v. New York City Department of Education (S.D.N.Y. 2024), Judge Paul A. Engelmayer reduced a law firm's requested attorney fees of about $113,000 to about $53,000 and called the firm's reliance on ChatGPT to support its proposed billing rates "utterly and unusually unpersuasive", noting that treating ChatGPT's conclusions as a gauge of a reasonable rate was "misbegotten at the jump". Source: Law360 — Law firm scolded for 'misbegotten' ChatGPT use in fees bid (J.G. v. New York City Department of Education, S.D.N.Y. 2024) ↗

Use it

Quick check · 3 questions

  1. 1.Which pricing model best passes AI efficiency to the client for predictable work?

  2. 2.Under ABA Formal Opinion 512, may a firm bill you for its lawyers learning a general-purpose AI tool?

  3. 3.What belongs in the AI section of outside counsel guidelines?

0 of 3 answered

Sources

Last reviewed 2026-10-01.