Tools
WareBeeOrder Forecasting .
Turn demand forecasts into expected orders — realistic order profiles for days that have not happened yet, so labour, zoning and allocations are ready before the work arrives.
Book a demoOrder Forecasting
Tomorrow's orders, today.
Generated order profiles
Expected orders built from forecasts and history — shaped like real demand.
The generator doesn't scale up a daily total — it builds individual order lines, SKU by SKU, from the demand signal and the seasonal pattern in your history, so a Tuesday in the forecast carries the same mix of small and large orders a real Tuesday would. Downstream tools can't tell it from an actual day's orders.
Volume & mix forecasts
Units, lines and SKU mix per day, zone and picking method.
The forecast doesn't stop at a site-wide number — it's split down to the same grain a labour plan runs on, zone by zone and picking method by picking method, before it's handed off. A zone expecting a mix of small e-commerce orders gets staffed differently from one expecting pallet-level wholesale, because the forecast already knows the difference.
Plan-ready output
Forecasts flow straight into labour plans, allocations and zoning.
The forecast is written in the same schema the downstream planning tools already read, so nothing needs translating in between — a planner opens tomorrow's shift plan and finds it pre-populated rather than starting from a blank template. Change the forecast and every plan built on it updates the same way a change to actual orders would.
Accuracy tracking
Forecast vs actual, continuously — the model earns its trust.
Each forecasted line is reconciled against the order that actually landed once the day closes — at the SKU and zone level rather than one site-wide error figure that hides where the model is weak. A planner can see whether Tuesday's miss was one difficult zone or the whole forecast, before deciding how much to lean on next week's numbers.
Frequently asked questions
How WareBee turns demand forecasts into realistic, plan-ready order profiles.
What problem does Order Forecasting solve?
It turns demand forecasts into expected orders — realistic order profiles for days that have not happened yet. That way labour, zoning and allocations are ready before the work actually arrives.
What do the forecasts cover?
Volume and mix: units, lines and SKU mix broken down per day, per zone and per picking method. The output describes the shape of demand, not just a single headline number.
Where do the generated order profiles come from?
Expected orders are built from your forecasts and your order history, shaped like real demand rather than a flat average. That makes them usable for planning the actual work.
Can I tell whether the forecasts are accurate?
Yes. WareBee tracks forecast versus actual continuously, so the model earns its trust over time and you can see where it is reliable and where it needs adjusting.
How does forecasting help with labour planning?
The output is plan-ready and flows straight into labour plans, allocations and zoning. Because WareBee turns demand patterns into expected workload, you can staff and simulate scenarios against the orders you expect.
What data does Order Forecasting need?
Your order and activity history, which you can supply through the Universal WMS API or a CSV or XLS export. It works alongside your existing WMS, so no rip and replace is involved.