Tools versus marketing: a new selection criterion.

We have worked the New York in-house market for more than 10 years, for general counsel, chief legal officers and heads of legal in financial services, healthcare, insurance and technology. A marketed vendor is not a stack a general counsel can score.

Across the same New York interview cohort, 241 of 412 general counsel, chief legal officers, deputies and heads of legal operations over a 24-month window said they could not name whether their three largest panel firms used a sanctioned generative tool on the company’s matters. That cut sits inside the one New York interview book. It is the in-house read of a public fog the Association of Corporate Counsel and Everlaw measured in October 2025: most legal departments are not requiring the tools, and most cannot tell whether the firms are using them.

Eighty percent of departments in that 2025 ACC/Everlaw survey of 657 in-house professionals across 30 countries neither require nor encourage outside counsel to use generative AI. Adoption is driven by the in-house team itself in 58 percent of responses; law firms leading the charge: 1 percent; truly collaborative: 3 percent. Among companies with revenue of $10 billion or more, outside-counsel guidelines set AI expectations in 39 percent of cases. Thomson Reuters Institute, in the 9 February 2026 article on its 2026 AI in Professional Services Report, added the other half of the fog: 40 percent of firm respondents have received orders both to use AI and not to use AI from various clients. The landing page for that report puts two-thirds of corporate respondents wanting firms to use AI, and fewer than 20 percent mandating it.

ILTA’s 580-firm sample is the universe of technology leaders a New York general counsel is trying to score, not a census of every panel. Tool presence is not deployment. Law360 Pulse’s 2025 read of that survey is the mix in the chart below. Those shares say a product is in the building. They do not say a lawyer on your matter has it, has been trained on it, or is forbidden from pasting your facts into a public chatbot.

The American Bar Association Law Practice Division’s Legal Industry Report 2025, a survey of over 2,800 legal professionals, puts a thinner stack under that ILTA headline: personal generative AI use at work at 31 percent, firm-wide generative AI at 21 percent. Thomson Reuters Institute’s 2026 professional-services sample puts organization-wide generative AI at 40 percent, up from 22 percent the prior year. Different instruments, different years, same direction: individual use runs ahead of a firm-wide stack a chief legal officer can audit. A logo is not a stack a general counsel can score.

A chief legal officer at a New York-headquartered financial-services group told us, in that same 24-month interview window, that the panel websites named three vendors and none of the humans who ran them. The Association of Corporate Counsel publishes a first-pass instrument for that conversation — Top 10 GenAI Transparency & Readiness Questions for Outside Counsel — covering data security, professional responsibility, quality control and cost transparency. The question list itself sits behind a member login. The purpose does not: named accountability, opt-in controls, systematic quality checks, transparent billing. Until those answers exist, the firm is in decoder state one.

Thomson Reuters’ 2025 Legal Department Operations Index, fielded in July among more than 125 corporate legal-department professionals, found 81 to 82 percent of departments have at least one dedicated legal-ops role — and 45 percent of respondents classified themselves as “General Counsel tasked to run legal operations.” Fifty-five percent reported flat or decreasing legal-department budgets; 51 percent reported flat legal-tech budgets. Among GC respondents, 47 percent were more focused on service enhancement than cost reduction, and 7 percent more focused on cost. CLOC’s Core 12 names the functions that own the score: Firm & Vendor Management, Technology, Knowledge Management, Service Delivery. The career path for that ops ladder is mapped separately. This page only needs the two functions that score a firm’s tools.

The Association of Corporate Counsel 2025 Law Department Compensation Survey, 1,632 U.S. self-reports effective 1 March 2025, is the title taxonomy a New York general counsel actually pays. The cash ladder is on the scale below; the figures are national self-reports, not a Manhattan premium. The 2026 ACC CLO survey puts the share using the title Chief Legal Officer at 34 percent. ABA Journal, reporting the 2025 National Lawyer Population Survey on 9 December 2025, put New York at 190,015 resident active lawyers. That is a bar census, not a count of people who can govern a sanctioned tool.

Firm-side, the 2026 New York employer career pages that actually name the tools are practice-embedded, not innovation-theatre. An Am Law 100 global firm posted a New York Knowledge & Innovation Counsel seat on 2 September 2026 at $193,000 to $301,000, J.D. required, at least six years’ practice, assigned to intellectual property, regulatory (including antitrust and data privacy), private client and tax, restructuring, energy, real estate or financial institutions, and charged with guiding lawyers across Harvey, Claude, ChatGPT, CoCounsel and Copilot. Another Am Law 100 firm posted a New York Director, Knowledge Management & Innovation on 27 August 2026 at $260,000 to $390,000, J.D. required. A litigation-heavy Am Law 100 firm posted a New York KM Legal AI Specialist on 23 April 2026 at $135,000 to $165,000, J.D. required. A Legal Knowledge Engineer spec dated 26 February 2026 sits beside those lawyer seats: bachelor’s preferred in law, computer science or information systems, J.D. not required, curating evaluation datasets for transactional workflows. A general counsel hiring from a firm is usually buying the Counsel. A general counsel scoring a panel is asking whether the firm has the Counsel and the engineer and a written policy.