The Missing Layer: AI Image Governance in Luxury Fashion

The Thomson Reuters Foundation and UNESCO published the world's largest study of corporate AI governance: 2,972 companies, 100,000+ data points. Only 13% align their AI strategy with a formal governance framework. This report examines the dataset through the lens of luxury fashion, where the governance challenge differs fundamentally: the distinction between AI deployed as an internal process tool and AI whose output becomes the public-facing brand deliverable. For luxury, where the image is the product, this distinction defines the entire risk surface. The AI Image Governance framework addresses this gap.