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Consumer Retail

Top 10 Best Retail Planning Software of 2026

Discover the top 10 best retail planning software to streamline operations. Compare features, find your fit, and boost efficiency today!

Min-ji Park

Min-ji Park

Feb 11, 2026

10 tools comparedExpert reviewed
Independent evaluation · Unbiased commentary · Updated regularly
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In competitive retail environments, advanced planning software is essential for optimizing demand forecasting, inventory management, and assortment strategies, while aligning operations with market dynamics. With solutions ranging from AI-driven suites to cloud-based collaboration tools—including those highlighted here—selecting the right platform is key to driving efficiency and growth.

Quick Overview

  1. 1#1: Blue Yonder - Comprehensive AI-driven retail planning suite for demand forecasting, assortment optimization, and inventory management.
  2. 2#2: RELEX Solutions - Integrated retail planning platform excelling in demand forecasting, space optimization, and automated replenishment.
  3. 3#3: o9 Solutions - AI-powered digital brain for end-to-end retail planning, including demand sensing, inventory, and financial planning.
  4. 4#4: Oracle Retail - Robust merchandise and assortment planning tools with advanced analytics for retail operations optimization.
  5. 5#5: SAP Integrated Business Planning - Cloud-based planning solution for retail supply chain, demand, and financial planning with real-time collaboration.
  6. 6#6: Manhattan Associates - Unified retail planning and execution platform focusing on inventory, allocation, and omnichannel optimization.
  7. 7#7: Logility Voyager - Supply chain planning software tailored for retail demand forecasting, replenishment, and multi-echelon inventory.
  8. 8#8: ToolsGroup SO99+ - Service-level driven inventory planning for retail with probabilistic forecasting and multi-dimensional optimization.
  9. 9#9: Kinaxis RapidResponse - Concurrent planning platform for retail supply chain orchestration, scenario planning, and risk management.
  10. 10#10: Anaplan - Connected planning platform enabling retail financial, workforce, and merchandise planning across the enterprise.

Tools were chosen based on a focus on robust core features, user experience, technical reliability, and overall value, ensuring they meet the diverse demands of modern retail operations.

Comparison Table

This comparison table explores leading retail planning software tools, including Blue Yonder, RELEX Solutions, o9 Solutions, Oracle Retail, and SAP Integrated Business Planning, to guide readers in identifying the best fit for their operational needs. It outlines key capabilities, industry strengths, and user considerations, helping users evaluate how each tool aligns with inventory management, demand forecasting, and supply chain efficiency goals.

Comprehensive AI-driven retail planning suite for demand forecasting, assortment optimization, and inventory management.

Features
9.8/10
Ease
8.2/10
Value
9.1/10

Integrated retail planning platform excelling in demand forecasting, space optimization, and automated replenishment.

Features
9.6/10
Ease
7.8/10
Value
8.7/10

AI-powered digital brain for end-to-end retail planning, including demand sensing, inventory, and financial planning.

Features
9.6/10
Ease
7.4/10
Value
8.1/10

Robust merchandise and assortment planning tools with advanced analytics for retail operations optimization.

Features
9.1/10
Ease
6.7/10
Value
7.4/10

Cloud-based planning solution for retail supply chain, demand, and financial planning with real-time collaboration.

Features
9.1/10
Ease
7.4/10
Value
7.9/10

Unified retail planning and execution platform focusing on inventory, allocation, and omnichannel optimization.

Features
9.1/10
Ease
7.7/10
Value
8.2/10

Supply chain planning software tailored for retail demand forecasting, replenishment, and multi-echelon inventory.

Features
8.7/10
Ease
7.6/10
Value
7.9/10

Service-level driven inventory planning for retail with probabilistic forecasting and multi-dimensional optimization.

Features
9.1/10
Ease
7.2/10
Value
8.0/10

Concurrent planning platform for retail supply chain orchestration, scenario planning, and risk management.

Features
9.1/10
Ease
7.2/10
Value
7.8/10
10Anaplan logo8.2/10

Connected planning platform enabling retail financial, workforce, and merchandise planning across the enterprise.

Features
9.2/10
Ease
6.8/10
Value
7.5/10
1
Blue Yonder logo

Blue Yonder

enterprise

Comprehensive AI-driven retail planning suite for demand forecasting, assortment optimization, and inventory management.

Overall Rating9.5/10
Features
9.8/10
Ease of Use
8.2/10
Value
9.1/10
Standout Feature

Cognitive Demand Planning with real-time demand sensing that dynamically adjusts forecasts using external signals like weather and events

Blue Yonder provides a comprehensive retail planning software suite that integrates demand forecasting, inventory optimization, assortment planning, space allocation, and pricing intelligence into a unified AI-powered platform. Leveraging advanced machine learning and real-time data analytics, it enables retailers to predict consumer demand accurately, optimize stock levels across channels, and maximize profitability. As an enterprise-grade solution, it supports complex omnichannel retail operations with seamless integration into existing ERP and POS systems.

Pros

  • Exceptional AI-driven forecasting accuracy with cognitive demand sensing that outperforms traditional methods
  • End-to-end retail planning capabilities covering merchandising, replenishment, and promotions
  • Highly scalable for global enterprises with robust integrations and real-time analytics

Cons

  • Steep implementation timeline and complexity requiring specialized consultants
  • Premium pricing that may be prohibitive for mid-sized retailers
  • Customization demands significant upfront configuration and training

Best For

Large-scale retailers and enterprise chains seeking integrated, AI-enhanced planning to manage complex supply chains and omnichannel operations.

Pricing

Custom enterprise licensing; annual subscriptions typically range from $500K+ depending on modules, users, and scale

Visit Blue Yonderblueyonder.com
2
RELEX Solutions logo

RELEX Solutions

enterprise

Integrated retail planning platform excelling in demand forecasting, space optimization, and automated replenishment.

Overall Rating9.2/10
Features
9.6/10
Ease of Use
7.8/10
Value
8.7/10
Standout Feature

AI-native unified planning engine that automates decisions across forecasting, replenishment, and space optimization in one platform

RELEX Solutions offers an AI-powered, unified retail planning platform that integrates demand forecasting, inventory optimization, replenishment, space planning, promotions, and allocation. It leverages advanced machine learning to deliver precise predictions and automated decision-making, helping retailers minimize stockouts, reduce waste, and maximize profitability across stores and supply chains. Proven with major clients like Dollar Tree and AutoZone, it scales seamlessly for large enterprises in grocery, fashion, and hardlines retail.

Pros

  • Comprehensive AI/ML-driven forecasting and optimization across the full retail planning spectrum
  • Proven scalability and ROI for large retailers with fast implementation
  • Strong integration capabilities with ERP, POS, and e-commerce systems

Cons

  • Steep learning curve and requires significant training for users
  • High upfront costs and customization expenses
  • Less ideal for small or mid-sized retailers due to complexity

Best For

Large-scale retailers needing an end-to-end, AI-native platform for supply chain and merchandising optimization.

Pricing

Custom enterprise pricing, typically starting at $500K+ annually depending on modules, users, and scale.

Visit RELEX Solutionsrelexsolutions.com
3
o9 Solutions logo

o9 Solutions

enterprise

AI-powered digital brain for end-to-end retail planning, including demand sensing, inventory, and financial planning.

Overall Rating9.2/10
Features
9.6/10
Ease of Use
7.4/10
Value
8.1/10
Standout Feature

Semantic Knowledge Graph-powered Digital Brain for cross-functional, real-time planning without data silos

o9 Solutions is an AI-powered Digital Brain platform that enables end-to-end integrated business planning for retail operations, including demand sensing, inventory optimization, assortment planning, and promotion management. It leverages advanced machine learning and a semantic knowledge graph to unify siloed data sources, providing real-time insights and scenario simulations for better decision-making. Designed for enterprise-scale retailers, it supports collaborative planning across merchandising, supply chain, and finance teams.

Pros

  • Comprehensive AI/ML-driven forecasting and optimization across retail planning processes
  • Seamless integration with ERP and other enterprise systems for unified data
  • Scalable platform with real-time scenario planning and Digital Twin capabilities

Cons

  • Steep learning curve and complex initial setup requiring significant training
  • High implementation costs and long deployment timelines
  • Premium pricing may not suit smaller retailers

Best For

Enterprise-level retailers with complex, multi-channel operations needing AI-integrated planning across the value chain.

Pricing

Custom enterprise licensing, typically starting at $500K+ annually based on users, modules, and scale.

Visit o9 Solutionso9solutions.com
4
Oracle Retail logo

Oracle Retail

enterprise

Robust merchandise and assortment planning tools with advanced analytics for retail operations optimization.

Overall Rating8.2/10
Features
9.1/10
Ease of Use
6.7/10
Value
7.4/10
Standout Feature

AI-powered Unified Demand Forecasting that combines granular store-level data with macroeconomic signals for hyper-accurate predictions

Oracle Retail is a comprehensive enterprise suite for retail planning, offering tools for assortment planning, demand forecasting, inventory optimization, and merchandise allocation across omnichannel environments. It leverages AI and machine learning to deliver accurate predictions and supports large-scale retailers in making data-driven decisions. The platform integrates deeply with Oracle's ERP and other retail systems for seamless operations and end-to-end visibility.

Pros

  • Robust AI-driven forecasting and assortment planning capabilities
  • Scalable for global enterprise retailers with complex operations
  • Deep integration with Oracle ecosystem and third-party systems

Cons

  • Steep learning curve and complex implementation process
  • High upfront and ongoing costs
  • Less intuitive interface compared to modern SaaS alternatives

Best For

Large enterprise retailers with omnichannel needs requiring advanced, integrated planning at scale.

Pricing

Custom enterprise licensing; annual subscriptions often start at $500K+ depending on modules and scale, with implementation fees.

Visit Oracle Retailoracle.com/retail
5
SAP Integrated Business Planning logo

SAP Integrated Business Planning

enterprise

Cloud-based planning solution for retail supply chain, demand, and financial planning with real-time collaboration.

Overall Rating8.6/10
Features
9.1/10
Ease of Use
7.4/10
Value
7.9/10
Standout Feature

Converged planning engine combining time-series and order-based simulations for retail-specific scenarios like promotion impact and shelf-life optimization

SAP Integrated Business Planning (IBP) is a cloud-based supply chain planning solution tailored for retail with capabilities in demand forecasting, inventory optimization, promotion planning, and assortment management. It integrates advanced analytics, machine learning, and real-time data processing to enable retailers to align sales, inventory, and supply operations effectively. Designed for scalability, IBP supports end-to-end visibility across multi-echelon networks, making it ideal for complex retail environments.

Pros

  • Comprehensive AI/ML-driven forecasting and demand sensing for accurate retail predictions
  • Seamless integration with SAP S/4HANA and other ERP systems for unified data flow
  • Advanced what-if scenario planning and real-time collaboration tools

Cons

  • Steep learning curve and complex configuration for non-SAP users
  • High implementation costs and lengthy deployment timelines
  • Premium pricing that may not suit smaller retailers

Best For

Large-scale retail enterprises with existing SAP infrastructure needing integrated, real-time supply chain planning.

Pricing

Subscription-based model (user or core licensing) starting at $10,000+ monthly; custom enterprise quotes required based on modules and scale.

6
Manhattan Associates logo

Manhattan Associates

enterprise

Unified retail planning and execution platform focusing on inventory, allocation, and omnichannel optimization.

Overall Rating8.6/10
Features
9.1/10
Ease of Use
7.7/10
Value
8.2/10
Standout Feature

AI-driven real-time demand sensing that dynamically adjusts forecasts based on live sales, promotions, and external data.

Manhattan Associates' Retail Planning solutions, part of the Manhattan Active® suite, provide end-to-end merchandise and inventory planning for omnichannel retailers. Key capabilities include AI-driven demand forecasting, assortment optimization, space planning, allocation, and replenishment, all integrated with warehouse management and order management systems. This cloud-native platform enables real-time visibility and decision-making across the supply chain, helping retailers balance stock levels while maximizing sales.

Pros

  • Comprehensive AI/ML-powered forecasting and optimization tools
  • Deep integration with WMS, OMS, and other supply chain modules
  • Scalable cloud-native architecture for enterprise-level operations

Cons

  • Steep implementation and customization process
  • High cost unsuitable for small retailers
  • Complex interface requiring training for full utilization

Best For

Enterprise retailers with complex omnichannel networks needing integrated planning, forecasting, and execution capabilities.

Pricing

Custom enterprise subscription pricing; typically starts at $200K+ annually, based on scale and modules.

7
Logility Voyager logo

Logility Voyager

enterprise

Supply chain planning software tailored for retail demand forecasting, replenishment, and multi-echelon inventory.

Overall Rating8.1/10
Features
8.7/10
Ease of Use
7.6/10
Value
7.9/10
Standout Feature

Horizon AI demand sensing engine that fuses internal sales data with external signals like weather and events for hyper-accurate retail predictions

Logility Voyager is an AI-driven supply chain planning platform tailored for retail, offering advanced demand forecasting, inventory optimization, and integrated business planning capabilities. It enables retailers to manage complex assortments, promotions, and multi-channel inventory with real-time analytics and scenario modeling. The software supports collaboration across merchandising, logistics, and finance teams to improve forecast accuracy and reduce stockouts.

Pros

  • AI-powered demand sensing with external data integration for precise retail forecasts
  • Multi-echelon inventory optimization across stores, DCs, and suppliers
  • Robust S&OP tools for cross-functional retail planning and execution

Cons

  • Steep learning curve and lengthy implementation for non-technical users
  • High cost unsuitable for small to mid-sized retailers
  • Customization requires significant consulting support

Best For

Large enterprise retailers with complex, global supply chains needing advanced AI-driven planning.

Pricing

Custom quote-based pricing; typically $100,000+ annually based on modules, users, and deployment scale.

8
ToolsGroup SO99+ logo

ToolsGroup SO99+

specialized

Service-level driven inventory planning for retail with probabilistic forecasting and multi-dimensional optimization.

Overall Rating8.4/10
Features
9.1/10
Ease of Use
7.2/10
Value
8.0/10
Standout Feature

True multi-echelon probabilistic optimization that accounts for supply chain uncertainties across all inventory tiers simultaneously

ToolsGroup SO99+ is an advanced inventory optimization platform specializing in multi-echelon planning for retail supply chains. It leverages probabilistic modeling to balance service levels, inventory costs, and demand variability across thousands of SKUs and locations. The software provides demand forecasting, replenishment planning, and scenario simulation to help retailers achieve efficient stock levels in complex omnichannel environments.

Pros

  • Superior multi-echelon inventory optimization using probabilistic algorithms
  • High accuracy in demand sensing and forecasting for volatile retail demand
  • Flexible service-level driven planning customizable by SKU, store, or channel

Cons

  • Steep learning curve and complex initial setup requiring expert configuration
  • Enterprise-level pricing not suitable for small retailers
  • Limited out-of-the-box integrations with some retail POS systems

Best For

Large retailers with complex, high-SKU supply chains seeking advanced probabilistic optimization to minimize stockouts and overstock.

Pricing

Custom enterprise pricing, typically annual subscription starting at $100K+ based on users, SKUs, and locations; quote-based.

9
Kinaxis RapidResponse logo

Kinaxis RapidResponse

enterprise

Concurrent planning platform for retail supply chain orchestration, scenario planning, and risk management.

Overall Rating8.3/10
Features
9.1/10
Ease of Use
7.2/10
Value
7.8/10
Standout Feature

Concurrent planning engine that simultaneously optimizes demand, supply, and inventory in real-time

Kinaxis RapidResponse is a cloud-based supply chain orchestration platform that provides concurrent planning capabilities for demand forecasting, inventory optimization, and order management tailored to retail operations. It enables real-time visibility into multi-tier supply networks, scenario simulations, and what-if analysis to handle retail-specific challenges like promotions and seasonality. The software integrates seamlessly with ERP systems, helping retailers achieve agility in volatile markets.

Pros

  • Real-time concurrent planning across supply chain tiers
  • Powerful scenario modeling and digital twin simulations
  • Strong integration with enterprise systems like SAP and Oracle

Cons

  • Steep learning curve and complex initial setup
  • High cost unsuitable for small retailers
  • Less specialized in retail merchandising and assortment planning compared to niche tools

Best For

Large-scale retailers with complex, global supply chains needing end-to-end visibility and responsive planning.

Pricing

Custom enterprise licensing, typically starting at $500,000+ annually based on users and modules.

10
Anaplan logo

Anaplan

enterprise

Connected planning platform enabling retail financial, workforce, and merchandise planning across the enterprise.

Overall Rating8.2/10
Features
9.2/10
Ease of Use
6.8/10
Value
7.5/10
Standout Feature

Hyperblock™ engine for ultra-fast calculations on billions of data points in multi-dimensional models

Anaplan is a cloud-based connected planning platform that empowers retail organizations with real-time, multi-dimensional modeling for demand forecasting, inventory optimization, assortment planning, and merchandising. It integrates financial, supply chain, and operational planning to enable scenario analysis and agile decision-making. Designed for enterprise-scale operations, it handles massive datasets and supports collaborative planning across teams.

Pros

  • Highly scalable for complex, enterprise-level retail planning
  • Real-time collaboration and scenario modeling capabilities
  • Robust integrations with ERP, POS, and other retail systems

Cons

  • Steep learning curve requiring specialized modeling skills
  • High cost unsuitable for small retailers
  • Interface can feel complex and less intuitive for non-experts

Best For

Large retail enterprises needing integrated, scalable planning across supply chain, finance, sales, and operations.

Pricing

Quote-based enterprise pricing, typically starting at $50,000+ annually depending on users, modules, and workload.

Visit Anaplananaplan.com

Conclusion

The reviewed retail planning tools highlight the diversity of solutions available, with Blue Yonder emerging as the top choice for its comprehensive AI-driven suite that integrates demand forecasting, assortment, and inventory management. RELEX Solutions and o9 Solutions follow closely, offering strong alternatives—RELEX for its integrated platform and space optimization, o9 for its end-to-end digital brain—catering to varied operational needs. Whether prioritizing AI depth, multi-functional integration, or scenario planning, these tools demonstrate the transformative potential of advanced retail planning software.

Blue Yonder logo
Our Top Pick
Blue Yonder

To elevate your retail operations, explore Blue Yonder, the top-ranked tool—its all-encompassing capabilities can streamline your supply chain and drive growth, making it a key investment for modern retail success.