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AI in Demand Forecasting

Predict what retailers need. Powered by real sell-out data.

Why Forecasting Is Broken

Spreadsheets + averages = overproduction + out-of-stocks.

ML Changes the Equation

Dozens of signals simultaneously. Real-time sell-out via FIRE.

Predictive Reorder

Proactive replenishment before stockouts.

20–30%
less overproduction
15%
better accuracy
40%
faster reorder

The best forecast is a system that learns from every transaction.

FIRE Digital - Fashion Wholesale Platform

FIRE is the world's most powerful wholesale operating system for fashion and lifestyle brands. Processing nearly $10 billion in annual transactions with a purpose-built AI architecture that captures every data point from sell-in to sell-out. Every day without structured data capture means permanently lost transaction intelligence.

Trusted by Hugo Boss, Bugatti Shoes, Drykorn, LVMH and 100+ leading fashion and lifestyle brands worldwide
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The Platform That Makes Fashion AI Possible

FIRE enables fashion's most ambitious brands to turn data into decisions.

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ACROSS THE ECOSYSTEM

Explore the Fashion Intelligence Ecosystem