Assay connects enterprise knowledge sources read-only, then detects duplicates and competing versions, rates trust, preserves permissions and lineage, and routes high-risk decisions to people. It turns documents, images, video, and audio into governed knowledge for enterprise AI applications and Agents—without requiring content migration.