Prompt Provenance Gap

The Prompt Provenance Gap is the distance between the visual assets an agency can produce and the visual assets it can legally defend. Generative image work creates files fast, but the chain from prompt to output to client deliverable is rarely documented. When a client asks which model produced a hero image, what reference art was uploaded, or whether the output can be registered, most agencies cannot answer. Forrester's September 2026 analysis of private versus public AI deployments makes the point directly: shared model access erases differentiation, and agencies managing client work need to know whether client data enters a shared training pool. The gap widens with every asset generated. A sign company using SignageVisualizer to render a client's logo on a building photo has a different provenance profile than a team generating concept art in NovelAI or vector marks in Recraft. The framework says: treat provenance as a deliverable, not an afterthought, and price the documentation work into the retainer.