Gartner: AI Risk Outpaces AI Value in Organizations
A Gartner analysis finds that many organizations are seeing AI risk grow faster than the value their AI initiatives deliver.
Updated on Nov. 13, 2026 in Artificial Intelligence
Live Poll
Do you think AI is making your work life better or worse?
Gartner reported that AI risk is growing faster than AI value in organizations. Among more than 1,000 functional leaders surveyed in Q2 2026, 58% said they are seeing some positive value from their AI initiatives.
Why it matters
Many organizations find pockets of AI success but struggle to replicate and scale that value across the enterprise. Gartner has recommended that CIOs use a Value-Risk Flywheel and a Flywheel governor to align value with risk.
A Gartner Q2 2026 survey of over 2,000 CIOs and technology executives found that 71% expect agentic AI deployment within 12 months, yet only 21% have agentic AI governance in place. The gap between deployment plans and governance readiness remains unresolved in the source.
The players
Gartner
Gartner is a global research and advisory firm that publishes surveys and analysis on technology trends for enterprise leaders.
The details
Gartner's Value-Risk Flywheel is built on two forces, momentum and drag. A Flywheel governor is a centralized decision authority that guides actions on accountability, technology and economics. AI is now generating a significant share of the code in production software.
Timeline
Q2 2026: Gartner surveys of more than 1,000 functional leaders and more than 2,000 CIOs and technology executives were conducted.
Next 12 months: Organizations expect to deploy agentic AI.
Big Picture
Gartner's Value-Risk Flywheel frames AI adoption as a balance between momentum and drag, and the latest survey data suggests drag is currently outpacing momentum. The framework's Flywheel governor is presented as the mechanism meant to restore that balance through centralized accountability.
For IT leaders and executives, the findings signal that deploying AI tools without governance may increase exposure as agentic systems move into production. Organizations planning agentic AI rollouts in the coming year face a governance gap that the survey identifies as a central concern.
The takeaway
Organizations expanding AI should align governance with deployment plans before scaling agentic systems. Matching value gains to risk controls at each stage appears central to closing the gap Gartner describes.
Further reading
Explore more Artificial Intelligence coverage for context on how organizations are weighing enterprise AI value against risk.
Live Poll
Do you think AI is making your work life better or worse?
