$3–5 trillion by 2030, brands and retailers face a structural challenge: product claims are largely unstructured, unverifiable and lacking trust signals for AI systems. Provenance converts complex product data - certifications, sustainability, health and efficacy claims - into verified, machine-readable claims that AI systems can reliably interpret and cite, building on over a decade of domain expertise in the integrity, validation and compliance of CPG product claims.