Inventory
Merchandising & Buying · Explainer
How does AI inventory optimisation reduce deadstock and stockouts in fashion?
Fashion stock is perishable: too much ends in markdowns, too little in lost sales. Here is how AI models balance the two, what evidence exists and what they need to work.
Merchandising & Buying · Explainer
What is size curve optimisation and how does AI help buy the right sizes?
Buying the wrong mix of sizes leaves fringe sizes on the rail and core sizes sold out. Here is how AI estimates true size demand, why stockouts mislead the data and what to watch for.
Commerce & Marketing · Guide
Inventory visibility across channels: the basics for fashion businesses
Stock that cannot be seen cannot be sold. What inventory visibility means, which stock states to track and how to build it step by step.
Supply Chain & Sustainability · Analysis
Overproduction in fashion: causes and levers
Making more than can be sold at full price is built into how fashion plans, buys and produces. Why it happens, why regulation now raises the stakes and which levers actually work.