Top 10 Best Retail Merchandise Planning Software of 2026

Blue Yonder's Retail Merchandise Planning software is an enterprise-grade solution that empowers retailers with AI-driven tools for demand forecasting, assortment optimization, inventory allocation, and financial planning. It integrates advanced machine learning models to analyze vast datasets from sales, market trends, and supply chain signals, enabling precise merchandise decisions across omnichannel retail environments. The platform supports scalable operations for global retailers, providing real-time insights and scenario planning to maximize profitability and minimize stockouts or overstock.

Oracle Retail Merchandise Planning is an enterprise-grade solution that enables retailers to optimize assortment planning, demand forecasting, and inventory allocation across stores, online, and wholesale channels. It uses advanced AI, machine learning, and predictive analytics to generate accurate financial plans, size profiles, and merchandise strategies while minimizing stockouts and overstocks. Integrated with the broader Oracle Retail suite, it provides end-to-end visibility and supports collaborative planning for large-scale operations.

SAP Retail Planning is an enterprise-grade solution from SAP that streamlines retail merchandise planning through advanced demand forecasting, assortment optimization, space allocation, and promotion planning. It leverages AI, machine learning, and real-time analytics powered by SAP HANA to deliver precise inventory management and sales predictions across omnichannel retail operations. Designed for integration with SAP S/4HANA and other ERP systems, it supports large-scale retailers in achieving data-driven decision-making and operational efficiency.

RELEX Solutions is an AI-powered unified retail planning platform specializing in merchandise planning, including demand forecasting, assortment optimization, size and style planning, allocation, and financial planning. It integrates merchandise planning with inventory, space, and supply chain management for end-to-end visibility and decision-making. Leveraging machine learning, it delivers highly accurate predictions and automations tailored for retailers.

Manhattan Active Supply Chain is a comprehensive, cloud-native platform designed to optimize end-to-end supply chain operations for retailers, with strong merchandise planning capabilities including demand forecasting, assortment planning, and allocation. It leverages AI and machine learning to provide real-time insights and autonomous decision-making across omnichannel retail environments. The solution integrates seamlessly with warehouse management, inventory optimization, and order fulfillment for holistic retail operations.

o9 Solutions provides an AI-powered Digital Brain platform tailored for retail merchandise planning, enabling demand sensing, assortment optimization, inventory allocation, and space planning through advanced machine learning and graph-based modeling. It offers end-to-end visibility across the supply chain, supporting real-time collaboration and scenario simulations for agile decision-making. The platform is designed for large-scale retailers, integrating seamlessly with ERP and other enterprise systems to drive accurate forecasting and profitability.

Anaplan is a cloud-based connected planning platform that empowers retail organizations with advanced merchandise planning capabilities, including demand forecasting, inventory optimization, assortment planning, and space allocation. It leverages multi-dimensional modeling to integrate data from sales, supply chain, and finance for real-time scenario planning and decision-making. Retailers use it to align merchandise strategies with market demand, manage stock levels across channels, and improve profitability through agile adjustments.

Logility provides an AI-powered supply chain planning platform with robust retail merchandise planning capabilities, including demand forecasting, assortment planning, space optimization, and inventory allocation across stores and channels. It leverages machine learning to analyze sales data, market trends, and external factors for accurate planning and real-time adjustments. The solution integrates with ERPs and offers collaborative tools to align merchandising, finance, and supply teams for improved profitability and efficiency.

Infor Retail Merchandise Planning is an enterprise-grade solution that enables retailers to optimize inventory levels, assortment planning, and financial performance through advanced demand forecasting and allocation tools. It integrates seamlessly with Infor's broader ERP and POS systems, providing real-time analytics and AI-driven insights for multi-channel operations. The software supports size, style, and location-specific planning, helping retailers minimize stockouts and overstock while maximizing sales and margins.

ToolsGroup's SO99+ is an advanced demand-driven supply chain planning platform specialized for retail merchandise planning, offering probabilistic forecasting and multi-echelon inventory optimization. It enables retailers to manage complex assortments, predict demand at SKU-store level, and automate replenishment to balance service levels and inventory costs across omnichannel networks. The software excels in handling intermittent and volatile demand patterns common in retail environments.