Inventory operations, demand forecasting, and the retail buying process
Practical writing for multi-store retail buyers and operators. No filler, no hype.
Why Reorder Points Fail Multi-Store Retailers
Static reorder points are set quarterly, demand shifts weekly. For a chain with more than one location, the gap between those two timescales is exactly where stockouts happen.
How Automatic Replenishment Orders Changed Our Buying Process
A conversation with a buyer who spent years writing purchase orders manually, and what changed when the system started generating drafts before Monday morning.
Integrating POS Data With Your Buying Workflow
Most buyers look at POS reports as a historical record. The real value is using real-time sell-through velocity to feed replenishment decisions before the shelf goes empty.
5 Signs Your Inventory Forecasting Method Is Outdated
From recurring weekend stockouts to a spreadsheet that only one person knows how to update. These are the signals that your process has hit its ceiling.
Building a Replenishment Cadence That Matches Your Sell-Through Rate
Ordering weekly on a product that sells through in four days is the same problem as ordering monthly on one that moves slowly. The cadence needs to match the velocity, not a calendar.
From Spreadsheet Buyer to Data-Driven Merchandiser
The spreadsheet isn't the problem. The problem is that the spreadsheet is a snapshot and inventory is a live feed. Here's what changes when your workflow treats it like one.
Why Seasonal SKUs Break Traditional Reorder Formulas
A static reorder formula averages history, which is exactly wrong for a product with a 6-week sales window. Here's how demand sizing handles seasonality without manual calendar overrides.
Demand Variability Across Stores: What the Data Shows
We pulled sell-through data from multi-location pilot stores. The same SKU can sell at 3x the rate at one location vs. another 2 miles away. Aggregate forecasting never sees this.
Getting Started With AI-Assisted Replenishment Forecasting
A practical guide for buyers who are curious about using demand forecasting software for the first time. What to connect, what to expect in week one, and what success looks like.
Why We Focused on Multi-Store Replenishment First
Single-store inventory problems are hard enough. Multi-store adds a layer that generic tools don't handle. This is why we built for the multi-location buyer from day one.