Most telco AI programmes do not stall because the technology fails. They stall because the operating model was never designed to absorb what the models produce. This article breaks down what the CTO needs to own, and the three operating model gaps that will block deployment regardless of how good the models are.
AI adoption often does require restructuring, but not in the way most leaders think. The real shift is not org chart theatre. It is workflow redesign, clearer decision rights, stronger governance, and roles built for human and AI collaboration.
MIT research shows 95% of generative AI pilots fail due to poor integration and hype-driven strategies. Learn how AI Readiness with Versatile creates AI ready operating models that deliver real business value.