Client demand is now the primary force behind artificial intelligence investments at law firms, with 85% of firms feeling or expecting direct client pressure on their AI strategy and 51% reporting that a client directly influenced an AI investment decision in the past 12 months, according to a new report from Litera. The findings signal a decisive shift from internally driven technology adoption to a market where clients are calling the shots on how and when firms deploy AI.
Litera published the State of Legal AI: Spring 2026 Market Sentiment Report through the revived The Changing Lawyer publication. The research draws on survey responses from law firm professionals and highlights a profession grappling with client expectations, value demonstration, and internal readiness.
Client pressure materializes
Only 15% of firms described their AI investment as entirely internally driven. The rest are either already responding to client influence or expect to soon. "Client pressure is no longer theoretical, and firms are right to focus less on model access than on operational execution," said Casey Flaherty, B+B Partner and Head of LexFusion Intelligence at Baretz+Brunelle. "In this market, unarticulated value is invisible value."
Demonstrating value remains a struggle
Thirty-two percent of firms cannot confidently demonstrate AI value to their most important client. Those that can, the report notes, are better positioned to deepen relationships and win new work. ROI ranked last on two separate survey questions. The value story that resonates with clients is time recaptured, not cost avoided.
People, not technology, as the differentiator
When asked what will differentiate their firm once every competitor has access to the same underlying AI, respondents pointed away from the technology itself. People, talent, and expertise ranked first at 24%, followed by custom workflows and use cases at 18.7%, and proprietary data and knowledge at 13.3%.
"Both the State of Legal AI: Spring 2026 Market Sentiment Report data and broader market surveys suggest that clients increasingly expect to share in the AI productivity dividend, and that they have the leverage to ask for it," said Eric Friedman, former Chairman and CEO of Skadden, Arps, Slate, Meagher & Flom LLP and Litera board member.
Adoption and culture gaps
Thirty-six percent of firms said adoption, training, and culture is the biggest gap in their AI strategy. As firms work to close that gap, many are investing in AI for Legal training programs to build internal expertise and move beyond simply having access to the tools.
"Without necessarily asking it out loud, clients are all wondering: is my lawyer actually better because of AI?" said Avaneesh Marwaha, CEO of Litera. "This State of Legal AI research reflects that."
Why this matters for legal professionals
Client scrutiny of AI value is not a future trend - it is already reshaping purchasing decisions and client relationships. Lawyers who can articulate how AI improves their work, back it with measurable time savings, and integrate it into client service will have an advantage in both retention and new business. The gap between firms that demonstrate AI value and those that cannot is widening, and the differentiator is not the model but the people and processes around it.
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