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Gartner open-weight agent workflow forecast

News Nov 3, 2026

Gartner's forecast that open-weight models will execute 90% of enterprise operational agent workflow steps by 2030, as reported by The Register.

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Gartner open-weight agent workflow forecast timeline

The Register reported on November 3 that Gartner analysts Mark Petty and Raymond Paquet expect open-weight models to execute 90% of enterprise operational agent workflow steps by 2030. Their argument separates routine classification, tool calls and data handling from harder reasoning. The forecast and cost comparisons are attributed analyst assessments, not measurements of current enterprise adoption or a universal benchmark.