Every month, the EWAs land. I read them once to understand, a second time to double-check, sometimes a third to write up proposals. Some went through, others took the pace of arbitration — SAP lifecycle work is heavy, that’s how it goes. But the reading hours were gone all the same.
The engineering reflex, when a task repeats identically every month, is to build the tool that does it — and make its output easy to verify. Panopt reads the report, rebuilds it, extracts the signals with their source page, and shows how confident it is in its own reading. The expert keeps the judgment — and gets the hours back.
Panopt for SAP is in development and currently presented for structured evaluation only.