Enterprise AI pilots fail at scale due to data ownership governance disputes, not technical failures

According to CIO.com, successful AI pilots consistently die during handoff to production due to data ownership governance meetings and organizational silos rather than demo or technical failures. The publication reports that the core issue blocking enterprise AI agent deployment centers on governance structures and cross-functional data ownership disputes. CIO.com identifies governance as the primary failure mechanism at scale, separate from model capability or implementation quality.