Organizations report AI initiatives to boards without establishing or measuring business outcomes

According to CIO.com contributors, enterprises are disclosing AI tool purchases, pilots, and licenses to boards while avoiding accountability for whether initiatives moved measurable business metrics. Projects typically launch without pre-defined success criteria, making it impossible to honestly assess outcomes after deployment, creating a visibility gap between board-level momentum reports and actual value creation.