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Responsible AI imaging

AI transparency, built into every headshot

Professional realism and clear provenance should work together. Dr. Headshot adds machine-readable AI-origin information to generated image files and gives organizations practical guidance for transparent use.

EU AI Act readiness

Designed to support Article 50 transparency requirements

Article 50 transparency obligations apply from 2 August 2026. The European Commission published final guidance and a voluntary code of practice in July 2026. Existing generative systems may benefit from a transition for provider-side marking until 2 December 2026.

What Dr. Headshot does

  • Adds AI-origin information to generated PNG, JPEG, and WebP files using image metadata.
  • Identifies Dr. Headshot as the generating service and includes a source reference.
  • Provides clear information so company administrators can build disclosure into publishing workflows.

What business customers should do

  • Keep the original downloaded file where possible, since re-exporting or screenshotting can remove metadata.
  • Clearly disclose that a portrait was AI-generated or AI-edited wherever applicable law or platform policy requires it.
  • Review higher-risk contexts separately, including political communication, news, identity verification, regulated records, and other uses where a synthetic portrait could mislead people.

Studio-quality realism, transparent by design

Our headshots are designed to fit naturally alongside traditional studio photography while preserving each employee’s recognizable appearance. We do not treat realism as a reason to hide how an image was made.

What the metadata contains

Generated files include machine-readable fields identifying the AI origin, Dr. Headshot, the source URL, a metadata version, and the IPTC digital-source type for trained algorithmic media. These fields do not visibly alter the image and are not a claim of C2PA Content Credentials certification.

Important limits

Metadata can be removed by editing tools, social networks, compression, screenshots, or file conversion. Machine-readable marking supports transparency, but it does not replace visible disclosure when disclosure is legally required or contextually appropriate.

Official EU labels

EU AI labels for your published images

Business customers can use these optional European Commission labels when a visible disclosure is appropriate. Choose the version that accurately describes how AI was involved.

AI involved

AI involved

Fully AI-generated

Fully AI-generated

Partially AI-modified

Partially AI-modified

The icons are free to use without attribution. Using an icon does not by itself establish legal compliance; it must be clear and visible in the publishing context.

Official EU resources

This page provides general product and transparency information, not legal advice. Requirements depend on the use case, jurisdiction, and role of each organization.