https://blog.formize.com/tags/provenance/Recent content in Provenance on Formize.com BlogHugoenhttps://blog.formize.com/accelerating-generative-ai-output-provenance-and-attribution/Mon, 01 Jan 0001 00:00:00 +0000https://blog.formize.com/accelerating-generative-ai-output-provenance-and-attribution/<h1 id="accelerating-generative-ai-output-provenance-and-attribution-management-with-formize">Accelerating Generative AI Output Provenance and Attribution Management with Formize</h1> <p>The rapid adoption of generative AI models—text generators, image synthesizers, code assistants—has created a pressing need for <strong>provenance</strong> and <strong>attribution</strong> controls. Regulators, auditors, and end users increasingly demand transparent records that answer three core questions:</p> <ol> <li><strong>Who</strong> created the prompt or input?</li> <li><strong>What</strong> model, version, and data set produced the output?</li> <li><strong>When</strong> and <strong>where</strong> was the output generated?</li> </ol> <p>Formize, a low‑code document automation platform, already powers compliance workflows for contracts, ESG reporting, and data privacy. By extending its PDF form editor, workflow engine, and blockchain‑backed audit trail, Formize can become the central hub for generative AI provenance management. This article walks through the architecture, implementation steps, and best practices for building a <strong>Provenance‑First AI pipeline</strong> with Formize.</p>