Enterprise AI adoption is broad but value capture remains concentrated, according to McKinsey's State of AI research. The survey finds that 88 percent of organizations regularly use AI in at least one business function and 72 percent use generative AI, up sharply from 33 percent in 2024. Adoption grew about 10 percentage points year over year in 2025.

Moving from use to scale is where most companies stall. While 72 percent report using generative AI, nearly two thirds have not begun scaling it across the enterprise. As of the first quarter of 2026, 72 percent of enterprises had at least one AI workload in production, up from 55 percent in 2024 and just 20 percent in 2020, indicating steady but incomplete operational progress.

The financial payoff is narrow. McKinsey defines AI high performers, roughly 6 percent of respondents, as organizations that report significant value and attribute more than 5 percent of earnings before interest and taxes to AI. A separate executive survey found only 12 percent of chief executives report both revenue gains and cost reductions from AI, reinforcing how few firms have translated adoption into measurable profit.

Agentic systems are the next frontier. About 23 percent of organizations are scaling an agentic AI system and 62 percent are at least experimenting with one. Governance lags capability, with only about 30 percent of organizations reaching a maturity level of three or higher across strategy, governance, and agentic controls. The data describes a market where using AI has become routine while capturing durable value has not.

Source: McKinsey - https://www.mckinsey.com/capabilities/tech-and-ai/our-insights/tech-forward/state-of-ai-trust-in-2026-shifting-to-the-agentic-era