Retail & consumer use case
Markdown and promo planning
The operating problem, the system we deploy, and the one metric it should move. Scoped as a specification, not a slogan.
The operating problem
Merchants decide markdowns on stale reports, cutting price too early on sellable stock or too late on stock that is already dead.
What we deploy
A planning assistant that reads current sell-through, inventory and margin and proposes markdown depth and promo timing by SKU cluster.
- Reads current sell-through, inventory and margin
- Proposes markdown depth and promo timing by SKU cluster
- Shows the demand and stock signal behind each call
Where it goes nextExtend to channel-specific pricing that reflects local sell-through.
Your data remains under your control.
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How every use case is scoped
The same four questions, every time
Every use case is scoped around the operating problem, the system, the metric, and the time to value. Nothing ships without a number to move and a source it can cite. The first step is the deployment review, where we map the business process to your systems and agree the metric before building.
Next step
Put a number on this use case
Bring the process. We will define the problem, the metric, and the route to production.