WSO2 Chief AI Officer Rania Khalaf outlines the CAIO role across three essential dimensions—scientist, architect, and coach. She urges organizations to discard vanity metrics like token consumption and focus on cross-functional fluency, agent-ready architectures, and consumption pricing.