Our Take
Adoption without strategy is expensive noise; firms with named AI plans report 3x better value capture, but half fail to make strategy visible in daily work.
Why it matters
Legal and accounting firms are losing clients and mid-career staff over perceived AI laggards. Thomson Reuters estimates $143 billion in professional-services revenue is under active reconsideration by corporate clients who expect AI-enabled improvements and aren't finding them.
Do this week
Finance leaders: audit your organization's stated AI strategy against how work actually gets done this week, then map which of the four failure modes (missing tools, untrained staff, unclear priorities, no shared understanding) explains the gap in your department.
Thomson Reuters Finds AI Adoption Running Far Ahead of Value
Thomson Reuters released its 2026 Future of Professionals Report today, surveying 1,816 professionals across law, tax, audit, accounting, compliance, risk, and global trade in 62 countries (March–April 2026). The headline: adoption has plateaued as a differentiator. Seventy-four percent of professionals use AI tools several times a week, and 44% use them multiple times daily. Yet 91% report their organizations fall short of what the technology could deliver (per Thomson Reuters).
The report labels this shortfall an "AI value gap." Where strategy exists, outcomes follow: 66% of professionals at firms with a named AI strategy said AI was meeting or exceeding expectations. At organizations with no active strategy, that figure dropped to 22% (per Thomson Reuters). Even among firms with published AI strategies, 35% of professionals said the strategy remains invisible in their day-to-day work.
When asked why strategies stall, professionals cited four barriers. None are technical. Forty-seven percent said tools were not yet in place. Forty-three percent cited lack of training. Thirty-two percent said strategy was not translated into operational priorities. Thirty percent reported no shared understanding of the plan (per Thomson Reuters). The report frames these as "change management problems," not failures of the technology itself.
The research also flags "shadow AI": 34% of professionals use AI tools their organizations have not sanctioned and cannot see. That figure rises to 41% among those who say their organization is moving too slowly (per Thomson Reuters). Concurrently, 41% of professionals lack access to AI tools designed for professional work and built on verified professional content.
Client Defection and Talent Flight Are Already Starting
The value gap is not theoretical. Corporate clients who buy professional services show stark expectations-to-reality misalignment. Seventy-eight percent of corporate clients said receiving AI-enabled quality improvements from their providers is very important or essential. Only 6% said most or all of their providers deliver (per Thomson Reuters). As a result, 32% have reconsidered or plan within 12 months to reconsider relationships with firms they view as falling behind. Among those reconsidering, a third estimated more than $1 million in annual work at risk. Extrapolating to the U.S. legal and CPA markets, Thomson Reuters estimates roughly $143 billion in client revenue is under active reconsideration.
Talent pressure is arriving in parallel. Of the 91% of professionals who reported an AI value gap, 24% said they were considering leaving their organization within two years, and 13% within 12 months. The report estimated replacement cost at $232,000 per professional (per Thomson Reuters). Mid-career professionals—the most embedded AI users and most mobile—are the group most likely to leave. Nearly half of senior leaders believe meaningful talent pressure is still at least three years away, suggesting blindness at the top.
Access to professional-grade tools is becoming a recruiting factor. Sixty-two percent of professionals said it would influence accepting a new role. Among those already using such tools, roughly one in three said they would reject a role that did not offer them, compared with 12% of those without access (per Thomson Reuters).
A secondary concern: 48% of professionals worry about AI's impact on the development of independent judgment, and 71% believe early-career professionals need structured support to build skills that AI may displace (per Thomson Reuters).
Close the Gap Between Strategy and Execution
The report identifies three preferred futures for AI deployment: "AI to Elevate" (52% prefer it), in which AI frees professionals for higher-value judgment work; "AI to Scale" (31%), in which AI increases capacity; and "AI to Reimagine" (7%), in which AI drives structural reinvention. Thirty-five percent of professionals work somewhere whose AI approach does not match their own preference (per Thomson Reuters).
To bridge strategy-execution gaps, Thomson Reuters recommends the ADKAR change-management framework: Awareness, Desire, Knowledge, Ability, and Reinforcement. The report urges leaders to answer five specific questions, including whether their AI strategy is "legible at the individual level" and whether mid-career professionals are aligned with the organization's direction.
The final verdict from the report: "No single finding describes a crisis. But together, they describe a profession where AI is driving change faster than most firms and departments were built to handle."