Turns team makeup into a calculation instead of a gut call: feed it discovery material plus the capability model (capabilities, levels, scope units, titles), it outputs a seat list with reasoning as a sensible default.
Engineers stopped saying "I think this is safe to change" and started saying "I know what this affects." Vendors stopped asking "When can we go live?" and started tracking their own progress. Ops stopped firefighting failures and started preventing them.
The operating system for what we sell and who can deliver it. Turns “trust us, we’ve got good people” into a checked, queryable asset — the thing that lets us price with confidence and build teams without guessing.