AI Adoption Among General Counsels Accelerates Even as Deployment Risks and Governance Gaps Outpace Enthusiasm
Artificial intelligence has moved from a subject of curiosity to an operational fixture inside corporate legal departments, but general counsels (GCs) — the senior lawyers responsible for a company's entire legal function — are finding that organisational enthusiasm for the technology consistently runs ahead of their ability to deploy it safely and consistently across global operations. A survey of legal professionals published by Law.com reports accelerating AI adoption at the GC level, while simultaneously identifying governance, data security, and cross-jurisdictional consistency as the primary obstacles to scaled deployment. GCs report difficulty standardising AI tool use across offices in multiple jurisdictions where data protection regimes differ — particularly where tools process legally privileged communications or confidential deal information. This sits alongside findings from a Bloomberg Law survey showing that 40% of law firms do not disclose AI use on client bills, and that half of respondents from the largest law firms report deals being paused due to geopolitical risk. Together, these data points paint a picture of a legal industry that is structurally integrating AI while struggling to build the governance frameworks — covering disclosure, data handling, vendor oversight, and liability allocation — that clients and regulators will increasingly demand. The governance gap is generating a distinct category of advisory work: helping clients draft AI use policies, review technology vendor contracts, and assess exposure under emerging regulatory frameworks including the EU AI Act.
Why this matters
The gap between AI adoption enthusiasm and governance readiness inside corporate legal departments is generating a new and growing category of legal advisory work: AI governance, technology procurement, and regulatory compliance. As GCs deploy AI tools that process legally privileged documents, confidential M&A information, and client data, the liability exposure from inadequate vendor contracts and data processing agreements becomes acute. The EU AI Act's tiered risk framework — now in implementation — adds a compliance layer that cross-border legal departments must navigate jurisdiction by jurisdiction. Law firms are simultaneously advising clients on these risks and managing their own internal AI governance, creating a dual demand for expertise in this area.
On the Ground
A trainee on an AI governance matter would assist with data processing agreement markup — reviewing and negotiating the terms under which an AI vendor processes client data — and draft sections of an AI governance policy setting out how the legal department's use of AI tools will be supervised, logged, and disclosed to clients.
Interview prep
Question you might get
“A GC client asks you to advise on what contractual protections they need when procuring an AI tool that will process confidential M&A documents. What are the key provisions you would negotiate?”
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