Why an operator copilot has to be POS-grounded

A GM’s hardest questions aren’t about procedure. They’re about money. “What’s my margin?” “Where am I overspending on labour?” “Which line can take a price rise?” None of those can be answered from a document. They need the till.

That’s the line between a knowledge tool and an operator copilot. Knowledge tools retrieve SOPs. An operator copilot reconciles your sales against COGS, reads your labour against your shifts, and grounds every recommendation in what actually happened last night.

We made the call early: AI-GM connects to your POS first, then your documents. The documents make the POS data legible. A price recommendation cites your pricing ladder; an ops answer cites your prep routine. Together they answer the question the way the GM would ask it.