From Pilot Projects to Practice: A Shorter Reflection on Enterprise AI
Most enterprises are experimenting with AI, but few are turning it into real, scalable value. While tools like Copilot create the impression of progress, the reality is more superficial: weak data foundations, fragile infrastructure and unclear ownership continue to stall adoption. This piece explores why AI efforts plateau and what it actually takes to move from pilots to production.