Earlier this month, corporate legal operations leaders gathered in Chicago for the CLOC Global Institute. The headline number from their 2026 State of the Industry Report: only 37% of legal departments expect outside counsel spend to grow this year, down from 58% the year before. The managing partners who weren’t in that room should probably know why.
The shift that’s already happening
Legal operations teams have been building capability quietly. AI has accelerated it. Contract review, first-draft work, regulatory research, certain kinds of due diligence — work that used to flow automatically to outside firms because in-house teams lacked the bandwidth or the tools to handle it efficiently. That assumption no longer holds for a growing number of companies.
Finance shows the same pattern. FP&A teams that once leaned on advisors for modeling work are running their own scenarios in-house.
This isn’t a competitor eating your lunch. It’s your client deciding they can make lunch themselves.
The distinction matters. When a competitor improves, you can out-invest them, differentiate, or compete on price. When your client builds capability, none of those moves work. You can’t out-invest your own client. You can’t differentiate on something they’re already doing. And competing on price for work they’re internalizing just accelerates the erosion.
When a competitor gets better, you can compete. When your client gets better, you have to change what you’re selling them.
What this actually means for your firm
Most firms reach for tooling first. Buy better AI. Run faster. Produce the same work at lower cost so the economics still work. That’s a reasonable short-term move and a poor long-term strategy.
If your value lived in the production of the work, in drafting, reviewing, analyzing, summarizing, then AI compresses that value whether you use it or your client does. You both get faster. The difference: your client doesn’t pay a billing rate to use their own tools. You can’t win that race by running harder.
The firms that hold margin won’t be the ones producing faster. They’ll be the ones selling what the client’s AI can’t replicate internally: judgment on the calls where being wrong is expensive, accountability that can’t sit inside the company, and pattern recognition that comes from seeing the same situation across dozens of engagements instead of one.
That’s not aspirational. It’s a concrete change in what your firm puts in front of clients as the thing worth paying for.
What changing your offering actually looks like
This is where most conversations stall. Firms agree with the diagnosis and then freeze on the prescription. “Change what you sell” sounds simple until you have to decide what that means for your practice.
A few things that are concrete.
Reprice the work AI made faster as a flat fee or retainer. Stop billing hours on it. Clients know the work takes less time now, and pretending otherwise damages trust and invites them to ask why they’re paying you at all.
Reposition the work that still belongs with you. The contract review isn’t the product anymore. The judgment call about which contracts carry real risk, and what to do about it, is. That’s a different conversation, at a different price.
And the work your client can do competently with AI? Let them. You want to be the firm they call when the stakes are high enough that competent isn’t sufficient.
None of this is comfortable. It means honest conversations with clients about what you’re actually worth, and partners giving up work they’ve billed for years. It means building new offerings before the old ones are completely gone, which is always harder than waiting until the urgency is undeniable.
The question worth sitting with
A drop from 58% to 37% in one year is a signal, not a verdict. In-house teams building AI capability doesn’t mean outside firms are finished. It means the work that flows outside changes. Routine work stays in-house. What still leaves the building is the higher-stakes work.
The question for managing partners isn’t whether this shift is happening. It’s whether your firm is changing what it sells fast enough to be the one clients call when the routine work is handled and the hard problem lands on someone’s desk.