Enterprise Intelligence Group
Most retailers treat markdowns as a calendar event. The best treat them as a margin lever — pulled at the right moment, per SKU. Here's why timing is really a data problem, and how agents solve it.
Most retailers treat markdowns as a calendar event: end of season, planned cadence, a blanket percentage. The best treat them as what they really are — a margin decision, made per SKU, at a moment that matters.
The cost of getting the timing wrong
Mark down too early and you hand back margin you'd have earned at full price. Mark down too late and you're clearing at pennies, having paid to hold the space and the capital all the way down. Both errors are quiet, and both are expensive. Across a full season and a full assortment, the difference between good and mediocre markdown timing is a serious number.
Why it's hard: timing is a data problem
The optimal moment to mark a SKU down depends on a moving picture — sell-through rate, weeks of supply, size and color breaks, what's arriving next, and how similar items behaved. That picture changes daily. A weekly markdown meeting, working from a report that's already a few days old, simply can't keep up. So markdowns default to the calendar — safe, simple, and usually late.
How an agent changes it
This is continuous, high-volume, per-SKU analysis — exactly what agents are good at. An agent can:
- Track each SKU against its sell-through and supply, all the time. - Flag the item that's crossed the threshold — recommend the markdown now , at this depth . - Attach the reasoning, so a merchant approves a decision rather than builds one.
The result isn't "mark everything down." It's the right item, the right depth, the right week — protecting margin on the items that still have it, and clearing the ones that don't before they cost more.
We start from the commercial objective — protect season margin — and put agentic AI on the decision inside your existing systems. The merchant keeps the pen; the agent makes sure the timing is driven by the numbers, not the calendar. Going live isn't the win; better-timed markdowns and recovered margin are.
We're based in South Florida and work with teams anywhere. [Let's talk margin.](/Contact)
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