Enterprise AI projects need expectation management because prototypes and operating capability are different
Buying AI software is not the same as creating an AI operating capability
Enterprise RAG and knowledge-base projects often fail when retrieval is separated from workflow and feedback loops
Platform leverage is the key to scaling the FDE model beyond individual custom work
Why model access is not the same as enterprise AI deployment