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Afresh

Grocery AIDemand ForecastingFresh Food PlanningReplenishmentInventory OptimizationFood Waste Reduction
About

Afresh provides AI-supported forecasting, ordering, production and inventory capabilities for grocery retailers, with a particular focus on fresh-food operations.

The platform applies demand forecasting and replenishment logic to short-life products where availability, waste and store execution must be balanced.

Dataleo perspective

The affected decisions are order quantities, production plans, freshness targets and waste controls. Reliable use depends on clean POS, inventory, shelf-life, promotion and store-calendar data, with ownership shared across merchandising, store operations and replenishment.

Before scaling into replenishment workflows, retailers need exception thresholds, override logging, waste measurement and a clear fallback when forecasts or on-hand inventory are wrong.

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