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Consulting

low confidence · updated 2026-07-26

Professional-services sector where the Big Four and strategy firms have built substantial AI practices. Structurally distinctive because consultancies are simultaneously among the largest AI deployers, the principal channel through which other sectors adopt AI, and vendors of AI-adoption advice — a combination that makes their published adoption evidence difficult to read as independent.

Management and professional-services consulting as a deployer of AI and as an intermediary in other sectors' adoption.

Deployment

The Big Four — PwC, Deloitte, EY, and KPMG — "have built out AI practices" (Professional Services AI Adoption), alongside the strategy firms. Consulting sits within the broader professional-services category, which faces "differing combinations of fee-pressure, regulatory friction, professional-liability exposure" that shape how quickly and in what form AI is adopted.

The three-way position

Consulting occupies a position no other sector does, and it complicates the evidence base rather than only the sector's own economics. Consultancies are large AI deployers in their own right; they are the principal channel through which client sectors adopt AI; and they sell AI-adoption advisory services. Much of the widely cited enterprise-adoption evidence originates from firms with a commercial interest in the rate of adoption they are measuring — a provenance caution that applies to consulting-sourced figures in the same way the wiki applies it to vendor-commissioned ROI studies such as The Legora ROI Report: Measuring the Impact of AI on Law Firms.

The billable-model exposure is also direct: like law, consulting has historically priced on time, so tools that compress the hours required for a deliverable put revenue and cost on the same side of the ledger. See The Billable Hour.

Relationships