A quiet but increasingly urgent dispute is playing out inside Milan's creative industries over the practice of duplicate image replacement — the automated swapping of original photographic and design assets with algorithmically generated near-copies — and the city's leading voices are no longer staying quiet about it. The tension surfaced publicly this past month, as several studios operating out of the Brera Design District filed formal complaints with the Camera Nazionale della Moda Italiana, the governing body for Italian fashion, arguing that contractors and digital platforms were substituting commissioned images with AI-generated replacements without notifying clients or rights holders.
The complaints arrive at a sensitive moment. Milan is less than six months away from hosting key events tied to the Milan-Cortina 2026 Winter Olympics, and city officials at Palazzo Marino have been working to position the metropolitan area as a global benchmark for design and visual innovation. Any perception that Milan's image economy is compromised by unauthorised duplication carries real reputational cost — particularly for brands whose identity depends on the provenance and uniqueness of their visual output.
The Creative Sector Pushes Back
Designers and photographers based around Tortona and the Navigli district have been among the most vocal. Several independent studios there — operating on project contracts with luxury clients — say they discovered replacement assets only after publication, when reverse-image searches revealed the substituted files bore hallmarks of generative AI tools rather than original photography sessions. The problem is not purely aesthetic. Contracts in Milan's fashion sector routinely specify that visual assets must originate from named photographers or studios, making unauthorised replacement a potential breach with financial consequences.
The Camera Nazionale della Moda Italiana confirmed in a June 2026 statement that it had received formal representations on the matter and was consulting with member houses. The body has not yet issued a formal ruling or guidance. Legal specialists in intellectual property at Milan's Università Bocconi, which runs one of Europe's leading programmes in fashion law and management, have described the existing Italian copyright framework — particularly Legislative Decree 68 of 2003, which implemented the EU Copyright Directive — as insufficiently specific to address AI-generated substitute assets. The core question, they argue, is whether a generated duplicate that mimics an original constitutes infringement when no human author can be identified for the replacement image.
Photographers represented by the Associazione Fotografi Professionisti — AFP, based in Milan — say the practice has accelerated sharply since late 2025, coinciding with the wider availability of high-fidelity image generation tools capable of replicating lighting conditions, model poses and even product textures to a degree that makes detection difficult without metadata analysis. The AFP has called on the Ministry of Culture in Rome to issue an emergency clarification on rights attribution before the end of the third quarter of 2026.
Data Points to a Growing Problem
A survey of 140 Milan-based creative studios conducted by the design research unit at Politecnico di Milano and published in May 2026 found that 38 percent of respondents had encountered at least one instance of an image asset being replaced without explicit authorisation in the preceding 12 months. Of those, roughly half said they discovered the substitution only after the work had gone live on a client's e-commerce platform or marketing channel. The Politecnico study did not name specific platforms or clients.
The financial exposure is not trivial. Standard photography contracts for a single luxury campaign shot in Milan — commonly staged in locations such as the Galleria Vittorio Emanuele II or in controlled studios along Viale Crespi — typically run between €15,000 and €80,000 depending on usage rights and exclusivity periods, according to publicly available rate guidelines published by the AFP. Unauthorised substitution of those assets, if proven, could trigger contractual penalties on top of any copyright claim.
For studios, brands and agencies operating in Milan right now, legal advisers are recommending three immediate steps: embedding cryptographic watermarking in all delivered assets, inserting explicit AI-replacement prohibition clauses in new and renewed contracts, and conducting retrospective metadata audits on any campaign published in the past 18 months. The Camera Nazionale della Moda Italiana is expected to circulate draft guidance to member organisations before September, ahead of the autumn fashion week schedule — a deadline that is focusing minds across the industry considerably faster than any regulatory process alone could.