Single-Day Forecast

Generate a focused production forecast for one specific day, with confidence levels and the factors behind it.

Planning one bake day

The Single-Day Forecast is a focused, on-demand prediction for one day (up to 7 days ahead) — ideal when you're planning a specific bake day rather than scanning the rolling multi-week grid.

Single-day forecast page with a date picker, summary cards, and production recommendations

How to generate it

  1. Open the Single-Day Forecast page.
  2. Pick the date you're planning for.
  3. Click Generate Forecast.

What you get

  • Summary cards — total predicted items, how many are high-confidence, what's trending up, and confirmed pre-orders already on the books
  • A production-recommendations table of what to make and how much
  • The context factors behind the numbers — weather, holidays, local events, and recent sales trend

Confirmed vs predicted

Confirmed pre-orders are real orders already placed for that day. Predicted quantities are the assistant's estimate of walk-in and extra demand on top of those.

How to use it

Generate it the day before baking, adjust quantities using your judgement of the context factors, and send the result to production. For the rolling multi-week view, use the main Demand Forecast page instead.

Was this article helpful?