
Supply Chain KPI Guide: 12 Metrics That Matter for Retailers
A reference of the twelve supply chain metrics that actually drive availability, cost, and customer experience for retailers.
Lead time, fill rate, OTIF, demand planning and supplier performance.
8 articles

A reference of the twelve supply chain metrics that actually drive availability, cost, and customer experience for retailers.

Drop-shipping trades margin for reduced inventory risk. The trade prices out well for long-tail SKUs and poorly for fast-turning A-class inventory. The decision framework and where the hidden costs sit.

How lead time drives inventory arithmetically, the eight levers ranked by cash impact, when pure JIT fails, and the segmented hybrid model most sophisticated retailers converge on.

Returns are a P&L line item disguised as a customer-service function. The nine-component cost-to-serve breakdown, real return-rate benchmarks, six policy levers, the operating model separating good from mediocre programs, and the six pitfalls that recur across otherwise well-run operations.

Forecasting is the seven-day weather view; sensing is the radar layer that watches the same sky in real time. How the two layers work together, MAPE/WAPE/bias measured honestly, category benchmarks, six accuracy drivers, sensing signals and triggers, and the six pitfalls that recur across otherwise well-run programs.

Cross-docking explained for retailers: how it works, when it pays off, and when it backfires.

Vendor managed inventory (VMI) for retailers: how it works, when it pays off, and how to set it up with key suppliers.

Warehouse slotting optimization for retailers: principles, common analyses, and ROI expectations.