Interactive / experimental · sandbox results, frozen evidence untouched

Lab — From Forecasts to Shelf Decisions

Select data, reshape demand, run the 12-model forecast ladder, and watch every forecast become safety stock, orders, cost and service — live. The lab below runs the full app; everything you change stays sandboxed.

Interactive Laboratory · Live Sandbox
Standalone ↗
Full Page Theater Mode

What this experiment tells you

Interpretation

The best forecaster is not always the cheapest model on the shelf. Move a policy knob or reshape the demand and the winners move with it — the lab recomputes the entire chain from forecast to inventory decision.

Sandbox results with per-run Experiment IDs — never research evidence. The frozen benchmark (tag v1.0-evidence-freeze) is read-only and verified on the Research Benchmark page.

Read the research →

Want the evidence behind the experiment?

Read the research →