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.

The EU AI Act (Regulation 2024/1689) is the first comprehensive legal framework for AI regulation by a major global jurisdiction. This report conducts a critical SWOT analysis of the regulation, examining its risk-based architecture, phased implementation timeline, and extraterritorial reach. For the luxury fashion sector specifically, the Act introduces obligations around transparency, intellectual property, and AI-generated imagery in brand communications. As of March 2026, only 8 of the EU's 27 member states have designated enforcement contacts, despite the August 2026 compliance deadline.

Kering posted revenue of €14.7 billion in 2025, down 13% year on year. Recurring operating income collapsed 33%, and the group reported a net loss of €29 million on continuing operations. This report delivers a forensic reading of Kering's press release, identifying specific contradictions between management's recovery narrative and the underlying data. It benchmarks the group against LVMH, Hermès and Richemont, and includes a dedicated annex on AI governance positioning.

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.