Context
01
Ten tools, no single view
Agency work is coordination work. Pipeline lived in one tool, delivery in another, performance in a spreadsheet rebuilt every month. Nobody could answer a simple question, which accounts are quietly slipping, without an afternoon of assembly.
The brief mentioned AI. The real problem was that the underlying record of the business did not exist in one place, and no model can reason over information that was never joined.




