As healthcare data architects, modelers, and engineers, we all share the same nightmare: a massive, undocumented schema dump with zero consistency.

Is Prov_ID an NPI, a legacy internal key, or a taxonomy string? It depends on which business unit built the pipeline five years ago.

Every hour spent hunting down metadata definitions or manually...