The Unified 'Corporate Brain': Orchestrating SQL and Text with Agents
There’s a frustration I hear from almost every executive. In a board meeting, someone asks a simple, reasonable question: “Why did our profit margin drop in Q3?” Answering it is anything but simple. First, someone opens a PowerBI dashboard to confirm what happened (structured data). Then, emails go out to department heads to understand why it happened (unstructured context). Then, someone digs through PDFs or incident reports from the supply chain team. The executive ends up acting as a human translator—bridging SQL on one side and documents on the other. Enterprise AI was supposed to eliminate this friction. Instead, many organizations ended up with two disconnected solutions: Text-to-SQL chatbots Great at telling you how many widgets you sold. Terrible at explaining why customers returned them. Document chatbots (RAG) Great at summarizing strategy decks. Completely unreliable when asked to calculate revenue. The future of Enterprise AI isn’t choosing between these two. It’s building ...