AI at a billion-user scale strains traditional operating models. Quality, cost, and speed collide as organizations expand across languages, markets, and use cases—particularly in mega-markets like India. This panel brings leaders on the front lines of AI transformation to unpack how operating models are evolving. The conversation will explore approaches to AI quality, governance and metrics, global feedback loops, and human-AI workflows that deliver results while embedding AI skills and novel ways of working.