Wall Street Signals AI's Next Target: High-Skill Professional Services Face Immediate Disruption

A senior executive at one of the world's largest alternative asset managers has issued a direct warning that artificial intelligence is poised to exert significant pressure on professional services sectors including law, accounting, and consulting. Scott Kleinman, co-president of Apollo Global Management, told attendees at the SuperReturn conference in Berlin that buyout firms should scrutinize their investments in these areas for vulnerability to AI replacement or supplementation. Apollo is already "massively underweight" software and pivoting toward critical infrastructure, reflecting a defensive stance amid ongoing AI-driven market shifts.[1][2]

This statement marks a notable evolution in the AI disruption narrative. While early attention focused on software engineering and coding roles—with legacy software businesses facing "enormous pressure" from AI-native competitors—Kleinman explicitly apologized to "the lawyers, accountants, consultants in the room" while predicting broad labor-market consequences. Private equity's recent heavy investment in professional services firms, such as Cinven's majority stake in Grant Thornton's UK business, now requires fresh evaluation. The comments connect technological capability directly to near-term investment decisions and employment realities that many policy discussions still frame as speculative or decades away.

Corroborating industry data reveals accelerating adoption that aligns with Kleinman's outlook. The Thomson Reuters 2026 AI in Professional Services Report, surveying over 1,500 professionals across 27 countries, found organization-wide AI use in professional services nearly doubled to 40% in 2026. A rising share of respondents now anticipate major impacts on jobs, billing, revenue models, and even the fundamental need for certain legal or accounting roles. Concern about AI enabling unauthorized practice of law jumped to 50% among lawyers from 36% the prior year.[3]

Broader analyses reinforce the pattern. Boston Consulting Group's 2026 research estimates that 50-55% of U.S. jobs will be reshaped by AI within the next two to three years, with professional services experiencing both augmentation and substitution effects. While senior judgment roles may persist, routine high-volume tasks in contract review, due diligence, compliance, auditing, and basic advisory work are rapidly being automated—often hitting entry-level and mid-tier positions first. This creates a compressed timeline for workforce transition that diverges from optimistic policy assumptions about retraining and "AI complementarity."

The disconnect is striking. Public debate frequently treats white-collar AI risk as a distant follow-on to blue-collar automation, yet capital allocators at firms like Apollo are already marking down valuations and redirecting flows. Private equity's earlier overpayment for perpetual-growth software assets offers a cautionary parallel; similar mispricing may now exist in professional services roll-ups. Firms that fail to integrate AI risk margin compression and client loss to more efficient competitors, while those that succeed may require fewer total professionals even as they scale output.

This wave differs from prior technology shifts. Professional services have long served as stable, high-skill career paths for graduates with advanced degrees. Their potential hollowing—particularly at junior and mid levels—carries implications for education ROI, urban economies reliant on high-earning service workers, and inequality if gains concentrate among AI tool owners rather than practitioners. Kleinman's candor from the heart of private equity highlights what markets are internalizing faster than regulators: the technology narrative has already become an immediate labor-market and investment thesis.