AI-Led Demand Forecasting and Auto-Replenishment Built for Grocery Retail

Forecast demand accurately for millions of SKU-store combinations. Adapt to weather & promo-led demand fluctuations and reduce stock issues with Order Right’s AI-led replenishment.

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Our Customers

Leading retailers and brands across the globe have optimized their supply chain and merchandise planning and execution with Algonomy.

Improved Business Outcomes With AI-Led Replenishment in Food and Grocery Retail

0 %

Fewer Out-of-Stock Instances

0 %

Reduction in Inventory Investments

10-30 %

Reduction in Wastage

Why Grocery Retail Needs AI-Led Replenishment to Stay Accurate, Agile, and Margin-Protective

Promotional Cannibalization

In-store promotions cannibalize demand across SKUs and categories, causing both demand shifts and demand lifts. Traditional planning overlooks this cannibalizing behavior, causing excess inventory in non-promoted items and lost sales due to stockouts in promoted ones.

Weather-Induced Demand Spikes

Severe weather triggers sudden demand surges and even hoarding, followed by sharp drops. Without dynamic forecasting and predictive replenishment, these spikes result in widespread stockouts or post-event inventory pile-ups.

Complex Order Placement Constraints

Delivery schedules often conflict with supplier holidays, blackout windows, and warehouse limitations. Manual calendar-based workarounds introduce inefficiencies, errors, and missed inventory cycles.

Revenue Loss From Expiration and Wastage

Short shelf-life items and poor visibility into aging inventory result in high spoilage and write-offs. In an industry already operating on tight margins, reducing expirations is critical for profitability.

Massive Scale & Diverse Demand Behaviors

Traditional forecasting fails to capture the distinct demand patterns across millions of SKU-store combinations in food and grocery retail, causing stock imbalances and margin erosion.

Optimize Food & Grocery Inventory With Auto-Replenishment Built for Hyperlocal Precision Delivered at Scale

Order Right empowers food and grocery retailers to harness vast amounts of retail data for precise, hyperlocal forecasting and automated replenishment, turning scale and complexity into smarter, real-time inventory decisions.

Hyperlocal Demand Forecasting and Replenishment

Get accurate forecasts for every SKU-store combination, without compromising speed, accuracy, or coverage. Order Right automatically selects the optimal algorithm for each product-store combination, using automatic or user-defined model selection criteria. It incorporates unlimited demand predictors, delivering highly accurate, hyperlocal forecasts

Hierarchical Forecasting for Dynamic Demand Balancing

Confidently plan for promotions without risking pileups or lost sales. Order Right’s hierarchical forecasting captures both demand lifts and shifts, enabling proactive replenishment that ensures promoted items are stocked while minimizing excess inventory on non-promoted products.

Consider Features as Predictor Variables

Stay a step ahead of unpredictable spikes with proactive, weather-sensitive, and cannibalization-proof plans. Order Right incorporates severe weather as a predictive feature, enabling proactive stock increases before demand spikes and automatic reductions afterward, ensuring optimal inventory throughout weather-driven fluctuations.

Configurable Automated Scheduling for Calendar Constraints

Save time and avoid errors by automating complex order scheduling. Order Right’s configurable scheduling layer seamlessly incorporates all order placement, acceptance, and delivery restrictions, ensuring replenishment plans always comply with holidays and blackout periods, eliminating manual adjustments.

Predictive Alerts for Proactive Wastage & Expiration Management

Act early to reduce spoilage, protect profits, and maintain shelf freshness. Order Right offers a comprehensive alerting function that can be configured at the product level with user-defined thresholds. The predictive alerts accurately notify potential wastages and expirations, helping retailers to take proactive actions, with time to spare.