Forty percent of enterprise apps are forecast to ship an agent this year

Gartner projects 40% of enterprise applications will include task-specific agents by the end of 2026, up from under 5% in 2025. McKinsey reports 62% of organisations already experimenting or deploying. The gap between those two numbers is where the disappointment will be manufactured.

Gartner projects that 40% of enterprise applications will include task-specific agents by the end of 2026, against fewer than 5% in 2025. McKinsey reports 62% of organisations experimenting with or deploying agents. Both figures are being quoted as evidence of the same thing. They are not measuring the same thing at all.

"Includes a task-specific agent" is a vendor shipping decision. "Experimenting with or deploying" merges a pilot with a production rollout, and the ratio between those two inside that 62% is the number nobody publishes.

The predictable sequence is that agent features ship into applications faster than organisations develop the operational practice to run them — the credential scoping, the action logging, the rollback paths that the security literature is now arguing are the actual controls. When something expensive happens, the retrospective will blame the technology rather than the deployment.

Which is a shame, because the underlying capability is real and improving. The distinction worth holding on to when reading adoption statistics this year is between an agent being present in software and an agent being trusted with something that matters.

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