Disney is shrinking its legal team around AI, California signed the first statute on lawyers' AI use, and an AI law firm raised $17 million on flat fees, while a study of 8,028 deals found AI hasn't changed what big firms win.
Disney posted a director of AI enablement and legal engineering role in its Legal and Global Affairs group days after warning staff of layoffs, Artificial Lawyer and the Hollywood Reporter reported. Chief legal officer Horacio Gutierrez told employees the function will go through a "transformation process" requiring "hard choices." The job would redesign legal workflows with AI for contract review, legal research and regulatory analysis, and weigh whether to build tools or buy them.
What stands out is the list of levers in the memo. Automation is only one of four, and the others change who does the work rather than which software opens first.
Three of Disney's four levers are about where work goes, not which tool drafts it. That is the problem Flank was built around: inexpensive work done by expensive resources, whether the expensive resource is an outside firm or an in-house lawyer. The reported memo says nothing about the part that decides whether it works: who reviews what leaves the system. Outsourcing to supervised agents answers both. Volume work leaves the lawyer's desk, and a lawyer still signs off the output.
Governor Gavin Newsom signed SB 574 on September 30, a month after the Senate voted 39-0 to send it to him. From January 1, 2027, California lawyers may not delegate the practice of law to generative AI, and must verify what it produces. Law firm summaries also describe a duty to keep confidential and personal information out of tools that aren't access-restricted, a personal citation-verification rule for court filings, and court disclosure of AI use. The law reaches arbitrators too.
"Not delegating the practice of law" is the line, and the statute leaves open where it falls for a first-pass NDA review a lawyer approves. A month after the Senate vote, the answer is still a matter for the courts and the bar. If outside counsel in California use AI on your matters, do your engagement terms say what they must verify, and what they must tell you?
Arceus, a San Francisco law firm launched this year, announced a $17 million round on October 1, led by Greycroft with Craft Ventures and South Park Commons. It quotes a flat fee before work starts, has licensed attorneys approve every piece of output, and uses AI agents and its own software, CounselOS, to do the first pass. The proceeds are meant to take it beyond the commercial contracts it began with.
Every figure above comes from Arceus. The company has not published how many matters it has handled, how often an attorney changes the agents' first draft, or what its fixed fees look like once work moves past commercial contracts.
A flat price for contract review is the clearest signal yet that the hourly rate was never what made this work expensive. It is the same inexpensive work, routed to an expensive resource by default. Arceus sells that routing as an outside law firm, one more vendor to brief. Flank puts supervised agents inside your own legal function, working to your templates, terms and escalation rules, so the review stays under your policies. A new law firm doesn't answer who owns the playbook.
A Legal Desire analysis of 8,028 law firm deal announcements, January 2023 to September 2026, compared eight firms with dated, public firm-wide AI rollouts against their own records. In the 12 months after launch, the firms' share of announced deals barely moved, and the number of lawyers named on each deal did not shrink. The group included Clifford Chance, Latham & Watkins, Linklaters, Herbert Smith Freehills Kramer and DLA Piper, using tools including Copilot, Harvey and Legora.
If a firm's AI rollout shows up in neither its deal share nor its deal teams, where did the efficiency go? The study is an outside observer's proxy, not billing data, so it can't answer that. Your matter data can. Compare hours and fees on repeat work before and after your firms' AI announcements, and ask who kept the difference.
Disney is moving work out of its legal department, Arceus is selling it back at a flat price, California now says a lawyer must stand behind what AI produces, and Legal Desire found no sign that big-firm AI has changed how the work is staffed. The tools are now the easy part. The open question is who sets the rules for the work, and who checks it before it leaves.
Put the four stories side by side and the pattern is the problem Flank exists to solve: inexpensive work done by expensive resources, in-house or outside, with AI added on top and nobody owning the routing. Disney wants it moved, California wants a lawyer accountable for it, and the data says firms' own tools haven't fixed it.
Outsource legal work to supervised agents. Agents that know your templates, terms and escalation rules take the NDAs, standard redlines and procurement agreements, and a lawyer reviews the finished work before it leaves. That is the routing infrastructure, and it is what a statute like SB 574 assumes you already have.