Why your AI pilot died in a data ownership meeting, not the demo

This guidance advises CIOs to resolve data ownership and governance decisions before seeking approval to expand technology deployments. It recommends running constrained pilots to surface ownership ambiguities, documenting organizational work alongside technical work, and framing ownership as a precondition and business decision to avoid later governance failures and misplaced accountability.