Attribute AI usage by tokens AND dollars so a high-volume cheap model is never mistaken for the expensive one. Use when the user asks where their AI spend actually goes, why the bill is high, which model is costing the most, or wants a usage audit across agents and models.
Audit supported metadata surfaces in images, SVG, PDF, and OOXML assets for privacy signals such as GPS, author, device, software, comments, and timestamps. Use when preparing a public release and metadata exposure must be assessed without altering or invalidating provenance.
Answer the five provenance questions for a single asset in one pass - was provenance located, verified, and trusted, was the scan complete, and what remains unknown. Use when a user asks for an overall provenance verdict on a file and does not want to orchestrate the individual analyzers themselves.
Review a structured record of AI-generated outputs for provenance evidence, human-readable disclosure, model identification, and documented edits. Use when preparing for publication or policy review and teams need gaps and next actions without a legal conclusion.
Run every available text-provenance detector over a document or string and report per-detector states, including hidden Unicode channels and detached C2PA manifests. Use when a user asks whether text carries an AI watermark, contains invisible or smuggled characters, or is safe to feed into an agent pipeline.
Inspect local files or text for observable provenance metadata, possible C2PA markers, hashes, and text control characters. Use when a user asks whether an asset contains Content Credentials, an AI mark, provenance metadata, or suspicious invisible characters and a cautious inventory is needed before cryptographic…
Compare an original asset with resized, converted, uploaded, or downloaded derivatives and produce a JSON, Markdown, or HTML provenance-survival report. Use when testing whether a CMS, image optimizer, social network, editor, screenshot, watermark-removal tool, or publishing workflow preserves Content Credentials.
Verify C2PA Content Credentials in a local asset with the official c2patool, separating manifest presence, cryptographic integrity, and signer trust. Use when a user needs defensible validation instead of byte-marker guesses, including offline and unavailable-verifier cases.