Skip to content
Try TracReal

Use cases / AI Content Provenance

Keep AI disclosures connected to the media you share.

AI-generated and AI-edited images and video can lose their metadata and disclosure as they are shared. A readable registered watermark can recover linked C2PA Content Credentials, where available, so your team can review the recorded source, creation history and any declared AI use before reuse.

Discuss AI provenance

AI-use context

When AI context gets lost

AI-generated room concept, not a photograph of an existing interior.

Creative concepts lose their labels

A visualization reaches a publisher without its AI disclosure. Recover linked Content Credentials, where available, to check its declared origin before the concept is presented as a real place or product.

Platform outputs are uploaded elsewhere

A reuploaded image or video has lost its embedded metadata. Check its readable watermark to recover linked Content Credentials and review the recorded source, creation history and any declared AI use, where available.

AI-edited versions pass between teams

A campaign image arrives without its production notes. Consult any recovered Content Credentials for recorded edits and declared AI use. Use the asset ID to find additional version notes in your own system.

How TracReal helps

Recover the context for the next publication.

  1. Start with the copy that lost its label

    Before release, watermark the image or video and link its available C2PA Content Credentials to the registration. A later copy may arrive without its metadata or AI disclosure.

  2. Retrieve the linked credentials

    A readable mark with an active matching registration can recover linked Content Credentials, where available, alongside the asset ID and source details. Consult the recorded source, creation history and declared AI use.

  3. Restore the right disclosure

    Use the recorded declaration and your own release notes to label the next publication. Recovery retrieves the linked record; it does not reconstruct missing history or independently verify producer declarations.

AI-generated room concept associated with the example linked credentials.Shared image
Example linked Content Credentials
Recorded source
Northstar Studio
Declared AI use
AI-generated room concept
For the next publication

AI-generated room concept.

Not a photograph of an existing interior.

Keep the declaration with the media
The shared room concept links to recorded Content Credentials. Its declared AI use informs the next publication disclosure.

Use the web tool or discuss API access.

Confirm registered image and video watermarking, recovery and Content Credentials linking for your workflow. API access is by arrangement; automating lookup in your own records requires an agreed integration.

Keep the disclosure with the next use.

Bring a sample output, its Content Credentials or AI-use record, and a typical redistributed copy.

Discuss AI provenance