Enterprise AI in 2025: From Pilots to Scale

88% of organisations use AI in at least one function—but nearly two-thirds haven't begun scaling. What separates leaders from the rest.

In McKinsey's The state of AI in 2025: Agents, innovation, and transformation , 88% of survey respondents report their organisations regularly use AI in at least one business function, up from 78% the year before. Yet nearly two-thirds say their organisations have not yet begun scaling AI across the enterprise—most remain in experimentation or piloting. For leaders investing in AI solutions and digital strategy , the gap between pilot and scale is where competitive advantage is won or lost. Where Enterprises Stand Sixty-two percent of organisations are at least experimenting with AI agents. Sixty-four percent report AI is enabling innovation and use-case-level cost and revenue benefits—but only 39% report EBIT impact at the enterprise level. High performers set efficiency as a primary objective (80%) and often add growth or innovation; half of AI high performers intend to use AI to transform their businesses. Redesigning workflows, not just bolting on tools, is identified as a key success factor. What Holds Scaling Back Data readiness, compliance, talent, cost, and weak integration have caused prior initiatives to fall short for many. Moving from pilot to scale requires clear owner