🚀 How to implement Biometric Login with FaceOS Pro
Phase 1: Enrollment (Sign Up)

  - Create a FaceDescriptor (Text) field in your User data type.

  - On your Sign-Up page, start the camera.

  - Add a button "Scan Face".

  - Workflow: Run action Generate Descriptor.

  - Workflow (Event): When Descriptor Generated triggers, save the FaceOS Pro A's Descriptor Output to the Current User's FaceDescriptor field.

Phase 2: Recognition (Login)

  - On your Login page, use a Search to get all Users who have a FaceDescriptor (is not empty).

  - Workflow (Page Load): Run action Load Face Database.

  - Names: Search for Users's Name (List of Text)

  - Descriptors: Search for Users's FaceDescriptor (List of Text)

  - Start the camera.

  - Workflow (Event): When Person Recognized triggers:

  - Check FaceOS Pro A's Recognized Name.

  - Log the user in based on the name/ID match.

Phase 3: Analytics & Security

  - Audit Log: When Person Recognized triggers, run Take Snapshot. Save the Snapshot Base64 to an Image field in your database to keep a visual record of who logged in.

  - Targeting: Use the Detected Age and Detected Gender states to show conditional content (e.g., hide age-restricted products if Age < 18).