Prasanna K · Retail demand and constrained ordering
Better forecasts need an operating decision.
A frozen historical comparison on 210 M5 series. Choose a model and a common capital limit to inspect the precomputed policy simulation.
Costs, lead time, stock and capital rules are hypothetical. Sales are a demand proxy. Amounts below are simulated penalties and procurement spend, not measured savings.
Simulated penalty (USD)
Unit fill rate
Procurement spend (USD)
Ending stock / pipeline
Orders affected by capital limits
The first review starts empty. These model-derived integer order quantities belong to the same observed decision date. Pending orders arrive one week later. Items shown are those whose orders differ between half and double budget.
| Series | Half budget | Base budget | Double budget |
|---|