TSF Engine Demo

Real forecasts on real data.

This demo dashboard uses the M5 Walmart Dataset which included more than 60,000 SKUs over approximately a 5 year period, across 10 store locations, 3 departments, and 10 subcategories. All forecasts are generated on the last day of the month or the last day of the quarter. Actuals fill in on top of the forecast maps. A complete demand planning status report can be generated with one click, identifying all current problems (through yesterday’s data) so demand planners can actually do their job and focus on addressing today’s problems instead of defending yesterday’s forecast values.

Walmart Forecast Dashboard

Band Break Analysis: Stockouts • Overstocks • Revenue Shortfalls
Band Break = Actual sales outside forecast confidence interval.Upper break (Stockout Risk): Selling faster than forecast — check inventory.Lower break (Overstock Risk): Selling slower than forecast — markdown/overstock risk.Consecutive breaks = sustained pattern requiring action.

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Built on capability
Highly energetic
100% transparency and accountability
Refreshing clarity
Modern results
Welcome

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How to read this forecast.
Each forecast gives you more than a single number — it gives you a map of what’s normal. The gold line shows TSF’s best daily forecast. The green zone defines the safe range of outcomes — the highest and lowest values your results are likely to reach each day based on historical patterns and model accuracy. The shape and width of that band are the key: narrow sections mean stability; wide sections mean volatility or risk. You can see where uncertainty lives before the month begins. That lets you plan with confidence — ordering inventory, setting ad budgets, and scheduling staff with full visibility into how much variation is likely. You don’t use this chart to react in real time; you use it to plan calmly. If your actuals stay inside the green zone, you’re operating within expected variation. Consistent movement above or below it means conditions have genuinely changed — a valuable signal for future planning. TSF turns uncertainty into structure. The green zone doesn’t just show what might happen; it shows how much room you have to act without overreacting.
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