From Cloud-First to Value-First: SAP’s Ravinder Amar on scaling AI beyond pilots

Enterprise AI is entering a more demanding phase. After a year of experimentation and proof-of-concept deployments, large businesses are asking a crucial question: what measurable value can AI deliver at scale? The conversation is moving from experimentation to return on investment (ROI), productivity, operating efficiency, governance and the ability to integrate AI into existing business processes.