Implementing AI at an enterprise level is more complex than just choosing the right model. Many pilots fail before reaching production because of overlooked architectural details. Turning prototypes into reliable business tools requires solving tough problems around data management and governance, not just model performance. The Common Pitfall: Building on ‘Pristine Islands’ Most AI projects










