The AI Data Illusion: Why “Boring” Tech is the Only Real Enterprise Solution

A CPO’s Battle Scars: Hard-Learned Lessons from Building Enterprise AI Over the past three years, the evolution of AI in the data analysis space has been dizzying. From generalized Large Language Models (LLMs) to the explosion of chat-with-your-data-tools, every technical iteration has sounded like a quantum leap. We watched breathtaking s in the lab. Executives nodded approvingly during POC meetings. Everything looked flawless, until we actually threw these systems into enterprise production environments.