Top 10 Best Retail Demand Forecasting Software of 2026

Blue Yonder's Demand Forecasting solution, part of its Luminate Platform, uses advanced AI, machine learning, and cognitive computing to deliver highly accurate demand predictions tailored for retail environments. It processes vast datasets including sales history, promotions, seasonality, and external factors to generate granular forecasts across product hierarchies and store clusters. This enables retailers to optimize inventory, minimize waste, and improve replenishment efficiency at scale.

RELEX Solutions is a comprehensive AI-powered retail planning platform specializing in demand forecasting, inventory optimization, and unified supply chain management for retailers. It leverages advanced machine learning algorithms to deliver highly accurate forecasts that account for seasonality, promotions, cannibalization, and external factors like weather and events. The solution integrates seamlessly with ERP systems and provides actionable insights across the retail ecosystem, helping businesses minimize stockouts and overstock.

Oracle Retail Demand Forecasting is an enterprise-grade solution leveraging AI and machine learning to deliver precise demand predictions across retail hierarchies like items, stores, and geographies. It integrates deeply with Oracle's broader retail suite, including merchandising and supply chain tools, enabling end-to-end optimization. The software processes vast datasets to minimize stockouts, overstock, and lost sales while supporting promotional and seasonal adjustments for enhanced accuracy.

SAP Integrated Business Planning (IBP) is a cloud-based supply chain planning platform with robust demand forecasting capabilities designed for retail and large enterprises. It uses advanced machine learning, statistical models, and causal analysis to predict demand accurately, factoring in promotions, seasonality, and external influences. The solution integrates forecasting with inventory optimization, S&OP, and response management for end-to-end visibility and collaboration.

o9 Solutions provides an AI-powered Digital Brain platform tailored for retail demand forecasting, using advanced machine learning to deliver highly accurate, granular predictions that incorporate promotions, seasonality, weather, and economic factors. It integrates demand sensing with end-to-end supply chain planning, enabling real-time collaboration and scenario simulation across teams. The platform helps retailers optimize inventory, reduce stockouts, and improve revenue through precise forecasting at store, SKU, and channel levels.

ToolsGroup SO99+ is a sophisticated AI-powered demand forecasting and inventory optimization platform tailored for retail and consumer goods supply chains. It excels in probabilistic forecasting to handle intermittent, volatile, and promotional demand patterns with high accuracy. The software integrates demand sensing, replenishment planning, and multi-echelon optimization to minimize stockouts and excess inventory across omnichannel operations.

SAS Demand-Driven Forecasting is an enterprise-grade solution from SAS that leverages advanced statistical modeling, machine learning, and AI to create accurate demand forecasts for retail and supply chain applications. It excels in handling complex retail scenarios such as SKU-level forecasting, promotion impacts, seasonality, and intermittent demand across hierarchical structures like stores and product categories. Integrated within the SAS Viya platform, it automates model selection and forecasting while supporting expert interventions for optimal accuracy.

Anaplan is a cloud-based connected planning platform that excels in enterprise performance management, including advanced demand forecasting for retail through customizable multidimensional models. It integrates sales data, market trends, and inventory levels to generate accurate demand predictions, supports scenario planning, and enables real-time collaboration across teams. While not a plug-and-play forecasting tool, its flexibility allows retailers to tailor forecasts to complex hierarchies like products, stores, and regions.

Logility is an advanced supply chain planning platform specializing in retail demand forecasting through its Voyager Solutions suite. It leverages AI, machine learning, and advanced analytics to generate accurate demand predictions, accounting for seasonality, promotions, pricing changes, and external factors like weather. The software integrates with ERP systems to enable collaborative planning, inventory optimization, and scenario simulation for retail operations.

Kinaxis RapidResponse is an enterprise-grade supply chain management platform with robust demand forecasting capabilities designed for retail, using AI/ML for accurate demand sensing across promotions, seasonality, and multi-channel sales. It integrates forecasting with inventory optimization, scenario planning, and concurrent supply-demand orchestration for real-time decision-making. Retailers benefit from its ability to handle complex, volatile demand patterns while minimizing stockouts and overstock.