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Every Monday, planners open a forecast that is already refreshed with last week's actuals and next month's promotions, with the twenty SKUs whose forecast moved the most listed first and a sentence explaining why. Forecast error measured as WAPE drops — typically by a fifth to a third against the spreadsheet baseline — and the improvement shows up as lower safety stock and fewer expedites.
What you do
What the subscription includes
The subscription assumes a hosted model API (TimeGPT or similar) and up to 5,000 SKU-locations. Training a custom model on your history, integrating a planning system (o9, Kinaxis, Blue Yonder), or multi-echelon networks is a custom build. Subscription terms: billing, cancellation, fixes, your files.
Read-only where possible, scoped to what the workflow touches. The checklist with exact steps arrives by email right after payment.
| Tool | Why |
|---|---|
| LightGBM / Chronos / TimesFM / TimeGPT | Forecasting model (self-hosted endpoint or API) |
| BigQuery / Snowflake / Postgres | Feature store and forecast table |
| Claude | Exception explanations and the weekly review draft |
| Google Sheets / planning tool | Where planners read and override |
The first month
Before you pay
If one of these is you, the subscription would spend its first month logging exceptions. Run the free audit and the plan prices the custom version ($5,000–9,000 one-time) next to the standard one — by email, no call.
Free audit insteadA model trained on your own history rather than a hosted forecasting API.
Integration with a planning system — o9, Kinaxis, Blue Yonder.
Multi-echelon networks, or above 5,000 SKU-locations.
Start
Card checkout on Stripe. The access checklist and the first-month plan land in your inbox within a minute; setup starts when you reply.