Enterprise AI claim-evidence index
A review of how large companies distinguish deployed capability, adoption, measured result, risk, and future intent in public materials.
CEO research on AI value, risk, and execution
Original structures built from maintained sources, normalized records, and explicit methods. No blended score turns missing evidence into certainty.
CEO AI operating-model benchmark
A structured study of executive sponsorship, use ownership, governance forums, portfolio gates, board reporting, and capability development.