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Demand Forecasting

Optimise every SKU, in every store, for every demand influencer.

AI-led demand forecasting and auto-replenishment at hyperlocal precision.

Order Right forecasts demand at SKU-store level and generates optimised order plans automatically, adapting to demand shifts, supply variability, and promotions across millions of SKU-store combinations, so you cut stockouts and overstock at once.

0 %
stockout reduction
0 %
lower inventory costs
0 M
projected inventory savings across 300+ stores

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How ADA Demand Forecasting works for you

Hyperlocal Demand Forecasting

Forecast tuned to every SKU-store nuance.

GenAI-powered forecasting tuned to SKU-store demand shifts, supply variability, weather, holidays, and promotions, using thousands of AI, deep learning, and retail ML algorithms.

Auto-Replenishment

Optimised order plans, generated automatically.

Precise, optimised order plans that adapt at scale to dynamic demand, supply-side deviations, in-store promotions, and store behaviour, across millions of SKU-store combinations.

Fresh & Perishable Logic

Expiry and wastage built into every order.

Order lines that factor expiry, wastage, and short shelf life, reducing spoilage and markdown loss on fresh and perishable categories.

Predictive Alerts

Prevent business risks before they hit.

Predictive alerts on stockouts, overstock, and revenue loss from markdowns, expiry, and wastage, improving inventory turnover and reducing operational cost.

Built for your industry

Grocery & Convenience

Fresh forecasting and store-level replenishment.

Perishable-aware forecasting with expiry logic, high-frequency replenishment, and waste reduction across store-and-DC networks.

Key Use Cases

  • Fresh and perishable demand forecasting
  • Store-level auto-replenishment
  • Waste and shrinkage reduction
  • Promotion-aware forecasting

Pharmacy & Health

Availability on critical SKUs across a long tail.

Forecasting and replenishment for essential and long-tail products, protecting availability without inventory bloat.

Key Use Cases

  • Critical SKU availability
  • Long-tail replenishment
  • Inventory turnover improvement
  • Expiry management

Specialty & CPG

Forecasting across complex catalogues and modern trade.

Demand forecasting across large assortments and into modern trade, adapting to real lead times and fill rates.

Key Use Cases

  • Large-assortment forecasting
  • Modern trade demand planning
  • Lead-time and fill-rate adaptation
  • Network replenishment

How it works

Connect Your Data

Integrate POS, ERP, and promo calendar into one forecasting foundation.

Forecast at SKU-Store Level

Hyperlocal AI forecasting tuned to every demand influencer, from weather to promotions.

Generate Order Plans

Optimised, automated replenishment plans across millions of SKU-store combinations.

Act on Predictive Alerts

Alerts on stockouts, overstock, and wastage, so teams act before revenue is lost.

Connect Your Data

Integrate POS, ERP, and promo calendar into one forecasting foundation.

Forecast at SKU-Store Level

Hyperlocal AI forecasting tuned to every demand influencer, from weather to promotions.

Generate Order Plans

Optimised, automated replenishment plans across millions of SKU-store combinations.

Act on Predictive Alerts

Alerts on stockouts, overstock, and wastage, so teams act before revenue is lost.

Customer Stories

See all customer stories
Leading Grocery Retailer Slashes Stockouts by 63%
Grocery Asia

Leading Grocery Retailer Slashes Stockouts by 63%

See full story
0 %
Reduction in Out-of-Stock Instances
0 M
$ Savings on Inventory Cost
Middle Eastern Grocery Retailer Projects $60M Inventory Savings
Grocery Middle East

Middle Eastern Grocery Retailer Projects $60M Inventory Savings

See full story
0 $
Reduction in inventory cost across 3 departments for the flagship store
0 M
$ Projected savings in inventory cost across 300+ stores
See all customer stories

See how ADA’s Demand Forecasting can transform your business