Certificates arrived across laboratory formats. Missing results and disposition gaps needed to surface during the work—not when someone reconstructed the record for an inspection.
Automatic multi-format ingestion extracts lots, results, and dispositions; machine screening identifies gaps or failures; reviewers retain release authority; an append-only history and public lookup support verification.