The AI Desk
Another AI bot. Now Mango has one too
Mango Stylist is another chat window. The work starts when a vague occasion has to become products that match, are in stock, and still feel like Mango.
THE AI DESK
The AI Desk
AI signals from fashion, retail, luxury, and commerce — search, assistants, imagery, and agentic shopping with an editorial point of view.
What matters in fashion AI now, for builders who care about systems, taste, and impact.
More in The AI Desk
The AI Desk
What should you train fashion AI models on?
There is no universal fashion dataset. The useful question is which problem the photos are actually labeled for.
When people talk about AI in fashion, the conversation usually jumps straight to models. An engineer starts somewhere else: what are we actually going to train it on?
The AI Desk
RAG à la couture: how Ralph Lauren’s shopping assistant works
Ask Ralph is a familiar RAG pattern in a Polo sweater. The model is rented. Preparing the assortment is the real work.
Training your own multimodal model from scratch takes a lot of time and money. A lot of brands are taking a different route. Ralph Lauren launched Ask Ralph.
The AI Desk
AI has entered your wardrobe
Phia’s Digital Closet turns purchase history into a wardrobe. The interesting question is what happens after the catalog exists.
We used to laugh at smart fridges that warned you when you were running low on milk. Now AI wants to know how many black T-shirts I own.