stok Business
Public preview · synthetic data
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Interactive public previewKifaru Foods is synthetic sample data. No customer records are loaded and nothing you do here is saved.
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Progressive data collection

Know what your data can answer today.

Optional fields unlock specific capabilities; they do not block the whole workspace.

Use my own data
Latest evidence

Isolated sample dataset

2 of 6 assessed capabilities are ready to test.

33%Ready now
ready100%

Weekly product forecasts

Twelve sample weeks support rolling-origin product backtests.

This capability can proceed to scoped backtesting.
ready82%

Regional demand

Most sample rows include a branch or region.

This capability can proceed to scoped backtesting.
improve55%

Time-of-day patterns

Daily demand is usable; hourly coverage is incomplete.

Record transaction time consistently before showing hourly forecasts.
improve69%

Stock-out and overstock risk

Inventory observations cover most, but not all, product-location periods.

Add daily closing stock snapshots at every branch.
blocked44%

Perishable waste risk

Expiry and batch coverage is too weak for a business-facing waste prediction.

Collect batch references and expiry dates for perishable inventory.
optional31%

Promotion effects

Promotions may explain demand spikes but are not required for the first baseline.

Map campaigns or discounts when they are available.