Building Enterprise Agents Taught Me This: The Real Problem Isn’t Reasoning, It’s Data Connectivity

A lot of AI systems today can answer questions. Far fewer can actually do useful work inside an enterprise. At first glance, that seems like a model problem. Maybe the reasoning is not strong enough. Maybe the prompts are weak. Maybe the tool layer is incomplete. But after spending time building agent workflows around structured enterprise data, I've come to a different