BRIA AI deployed a patented attribution engine that automatically calculates how much each licensed training image influenced any given AI-generated output, and programmatically distributes royalty payments to data owners and artists accordingly.

The attribution engine bridges the generative output and the training dataset by computing each image's influence on generated outputs using proprietary algorithms. Two integration modes are available: one where images are sent to Bria for processing, and one where the attribution model runs inside the customer's environment and only irreversible (non-reversible vector) data is shared with Bria, preserving full data privacy. The system powers compensation for Bria's 30+ data partners, including Getty Images, Envato, Alamy, Freepix, and Depositphotos. As of March 2025, Bria announced plans to extend this engine beyond images to music, video, and text generation.