From a product and architecture perspective, the platform combined AI implementation, image processing workflows, user profile management, admin moderation, and searchable discovery into one system. After upload, the images went through an AI-driven generation pipeline, then passed an admin review process before being published as approved talent profiles. On top of that, the platform included advanced filtering by visual attributes such as hair color, eye color, height, age, and related criteria, making the AI-generated profiles commercially usable and easy to discover.