When Public Records Are Public in Name Only: Why Working People Need Agentic AI to Map Business Power

Public records are often invoked as democracy’s equalizer: the idea that anyone can trace who owns what, who lobbies whom, who donates to whom, and who profits from policy. Yet the contemporary record ecosystem is not designed to be legible to ordinary people operating under ordinary constraints. It is legible to institutions with time, staff, and money.