The Hidden Costs of Enterprise AI Implementation — What the Vendor Pitch Omits
Enterprise AI vendor proposals quote licensing, implementation services, and infrastructure — and almost nothing else. The fully loaded cost of a mid-market AI deployment routinely runs 2.5x to 4x the initial contract value once change management, retraining, governance overhead, integration debt, shadow IT from failed pilots, and the productivity valley are accounted for. This post provides a complete TCO framework for senior leaders evaluating AI investments.