AI ops tools will create console sprawl and break IT more often: Gartner

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AI AND ML

Yet by 2030, a quarter of the IT ops work you do now will be handled by an unsupervised clanker

A quarter of the work performed by IT infrastructure and operations people will be handled by AI in the year 2030, according to analyst firm Gartner, despite AI also complicating your environment and possibly creating outages.

Those predictions landed on July 10 in Gartner’s 2026 Hype Cycle for AI in IT Operations, the firm’s view on the future of AI-powered infrastructure management tools.

Gartner thinks there’ll be pain before AI-powered automation pays off.

“Many AI-for-IT-operations narratives promise tool consolidation. Agents will query multiple systems, reason across silos and reduce dependence on specialized tools,” the document states, before predicting “the opposite outcome in the near term.”

For at least a couple of years, you’ll have to wrestle with “more layers, more control points, and more specialized observability, orchestration...

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