CIOs Must Compound AI Value Faster Than Accelerating Risk, Gartner Warns
Techstrong.ai, Tuesday, October 20th, 2026
Gartner says AI risk is outpacing value; CIOs should run a value-risk flywheel, an AI central bank and empower AI power users.
Gartner analysts told CIOs that AI value and risk are intrinsically linked and that the job is to compound gains faster than exposure.
While 58% of functional leaders report positive AI returns, only 25% of CIOs effectively align technology and business risks, and 71% plan agentic AI deployments within a year though only 21% have governance capabilities.
Gartner's framework has three parts: a value-risk flywheel tuned to strategy and risk tolerance, a virtual AI central bank acting as a unified control plane, and AI entrepreneurs or artisans who find new uses.
Daryl Plummer said governance alone will not drive value; people will.