The Chief AI Officer: Scientist, Architect, Coach — Rania Khalaf, WSO2

תקציר מקורי באנגליתThe Chief AI Officer is one of the fastest-growing roles in tech, and one of the least defined. AI is in everything, so the job can easily turn into everything. Rania Khalaf (Chief AI Officer, WSO2; previously 20 years at IBM Research, where she ran about a third of the global AI research organization) shares a framework from two years in the role. It splits the job into three focus areas, Scientist, Architect and Coach, each a slider whose setting depends on your company type, its AI maturity and your own skills. She draws on her time at an ag-biotech unicorn, where simple blob detection beat machine learning, and at WSO2, where AI reshaped the product strategy around the agentic enterprise. She explains why she refuses to measure tokens and what she tracks instead: AI fluency across the