Talonic is a document AI platform that turns unstructured documents into clean, structured data your systems can use — and reuse. Unlike extraction tools that re-parse every document into a single schema and stop, Talonic ingests once into a reusable field registry, then maps that data into any schema, case, or destination as needs change. A confidence-gated, four-phase pipeline delivers per-cell provenance, native schema validation, document-case resolution, and smart matching. Output ships through a typed, replayable delivery pipeline (webhook, S3, SFTP, and more). EU data residency by default; 25+ file formats supported.