The workflow starts with an artifact or source. Creators can import supported URLs and identifiers, or upload files including books, PDFs, creative assets, source files, datasets, audio, video, and 3D files. The system extracts available metadata into a draft record, labels its evidence and confidence, and surfaces conflicts for human review.