In practice

How a governed read looks before the money moves.

Real framework runs on named, public-record assets, using only public data, held to exactly what the record can support. Energy and buildings are the first domain the method was proven on.

Reference cases are real framework runs on named, public-record assets, using only public data (e.g. NYC Local Law 84 benchmarking disclosure); each read is bounded to what that public record supports.