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Strategist’s Cut

An editorial on modern power, brand behaviour, intellectual property, and market architecture.

Estd 2026

Tech

Virtual Try-On, AI Fit, and the Law: The New Rules of Fashion Commerce

The fitting room has moved into the phone. The rules about faces, bodies and data have not caught up.

A tapestry portrait of a woman in a veil holding a hand mirror
Woman with a Mirror, Imperial Russian Tapestry Manufactory, Saint Petersburg, late 18th century · The Met, Open Access (CC0)

The mirror has always been the most persuasive salesperson in the shop. Now it lives in the camera of a phone, maps the shape of a face in milliseconds and tells the shopper which frame, shade or size will suit.

Why retailers love it

Returns are the silent tax on online fashion. Virtual try-on and AI fit tools promise fewer of them: better-informed shoppers, fewer “bracketed” orders, and less stock travelling back and forth.

What the tools actually collect

To place a pair of sunglasses on a face, software must measure that face. Depending on the tool and the jurisdiction, those measurements may count as biometric data, a category many privacy laws treat with particular care.

  • Is the face scan processed on the device, or sent to a server?
  • Is it stored, and for how long?
  • Is the shopper told, clearly, before the camera opens?
A daguerreotype of a seated young man in an open leather case
Every portrait technology has raised the same question: who keeps the likeness?[Seated Young Man Resting Arm on Table Beside Daguerreotype Case], Unknown, 1840s · The Met, Open Access (CC0)

The brands that will win are the ones that treat the try-on like a private room: clear consent, processing on the device where possible, and nothing kept that the shopper did not agree to.

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