AI Marketing Governance: What an Independent Audit Must Test

Commercial AI systems can influence customer eligibility, pricing, segmentation, and communication at a scale that exceeds ordinary campaign governance. Boards should treat these systems as governed decision infrastructure, not merely marketing tools. An independent audit begins with data provenance: what…