
The transition from a flawlessly executed artificial intelligence pilot to a full-scale organizational rollout often collapses not because of code, but because of a fundamental breakdown in human confidence. Even when a pilot program looks perfect on paper, the vendor demo appears seamless, and the executive team stands ready to celebrate, the actual implementation frequently hits a wall of silent










