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.

Pixel Moda serves over 900 brands, produces 14 million images per year, and claims to reduce production costs by 70 to 90 percent. This report critically analyses the Milan-based company's 'human-led' narrative, as presented in a BoF sponsored feature, against the broader landscape of AI adoption in fashion. It examines the governance vacuum around AI-generated fashion imagery, the implications for luxury brand authenticity, the displacement of creative ecosystems, and the absence of consumer disclosure frameworks. A case study in the central question of AI Image Governance: the distinction between AI as internal tool and AI as public-facing brand deliverable.

On 20 March 2026, Prada launched its Jordan Wolfson collaboration campaign and audiences immediately accused it of being AI-generated. The controversy crystallised before Prada's clarification that AI was used only in post-production. This report analyses the episode as a structural case study in AI Image Governance: the gap between AI as an internal creative tool and AI as a public-facing brand deliverable. The analysis covers the Prada Group's financial inflection (net revenue €5.7 billion, +9%), the Versace integration, Miu Miu's +35% growth, and the governance imperative facing the group.

This report examines the anatomy of a crisis: executive and creative leadership changes, the divestiture of strategic assets, and the high-stakes appointment of Demna Gvasalia as Gucci's new Artistic Director. It includes a critical analysis of the AI-generated teaser campaign for the Primavera show (Milan, February 2026), developing the argument that the fundamental question for luxury is not whether to use AI, but whether the governance exists to use it without destroying brand authority.

This report maps, case by case, how the leading luxury brands and groups are deploying artificial intelligence, and articulates the distinction the sector has not yet formalised: AI as a backstage tool versus AI as a public-facing brand deliverable. Covering fourteen brands, five conglomerate frameworks, and 36 specialist sources, it includes the Gucci/Demna AI campaign controversy as the sector's most consequential governance failure to date.