Attributive AI began writing publicly about why AI didn't create its attribution problem, only changed its scale, and why attribution should become infrastructure for discovery, distribution, and shared value.

Attributive AI is building rights and licensing infrastructure for the AI economy. We help publishers and creator-content platforms move beyond content detection and enforcement by turning identified uses of intellectual property into practical licensing and compensation workflows. As AI systems increasingly train on, transform, and generate value from creative work, the people behind that work should share in the value they help create. Attributive AI is developing the infrastructure to make that possible, helping rights holders identify usage, manage permissions, facilitate licensing, and receive compensation at scale. Our goal is to give independent creators and publishers meaningful negotiating power by pooling the long tail of creative content into a more accessible rights marketplace. We envision an AI economy where creators are not treated as an afterthought or displaced by systems built on their contributions, but remain recognized, protected, and compensated participants.