This came out of doing the job by hand — retyping the same Bill of Materials into a customer's fixed Material Summary List template, column by column, job after job, in a real fabrication shop's QC documentation.
It automates the retyping, not the judgment. Every column mapping is shown to you before anything downloads, and every output layout was checked against real completed jobs before it shipped.
This is an independent, early build — not a funded product — and it gets better with real BOMs from real jobs. If you try it, tell us what broke.