SPARK Matrix™: Retail Forecasting and Replenishment, Q4 2025

QKS Group's Retail Forecasting and Replenishment market research includes a comprehensive analysis of the global market in terms of emerging technology trends, market trends, and future market outlook. This research offers strategic insights for technology vendors to better understand the current market landscape, supporting their growth strategies, and for users to assess different vendors’ capabilities, competitive differentiation, and market position.

The research includes a detailed competition analysis and vendor evaluation with the proprietary SPARK Matrix analysis. The SPARK Matrix ranks and positions leading Retail Forecasting and Replenishment vendors with a global impact. The SPARK Matrix includes analysis of vendors such as Anaplan, Aptos, Blue Yonder, Kinaxis, Manhattan Associates, o9 Solutions, Oracle, RELEX Solutions, Retalon, SAP, Solvoyo, SymphonyAI, and ToolsGroup.

According to Prakhar Bansal, Senior Analyst at QKS Group, "Retail Forecasting & Replenishment has shifted from static, planning into a continuously learning system of intelligence that orchestrates demand, inventory, and execution in near real time. The most advanced platforms now combine granular demand sensing, probabilistic forecasting, and multi-echelon replenishment to factor in promotions, price changes, assortment transitions, seasonality, events, and local market behavior across channels. What differentiates leaders is not only forecast accuracy, but how seamlessly they translate those forecasts into automated, exception-driven replenishment decisions that align with merchandising, pricing, and supply constraints. As retailers face compressed margins and heightened demand volatility, the solutions that will win are those that embed explainable AI, support scenario-driven decisioning, and empower planners with intuitive, role-based workflows that turn forecasting and replenishment into a strategic lever for growth and resilience."

According to Kumar Anand, Associate Director and Principal Analyst at QKS Group, “Retail Forecast & Replenishment market has moved decisively beyond traditional, spreadsheet-driven planning into an era of AI-native, probabilistic, and omni-channel aware decisioning. Modern solutions increasingly blend short-term demand sensing with medium- and long-range forecasting, incorporating signals such as promotions, price changes, assortment resets, weather, events, and local demographics to shape more accurate, explainable forecasts. At the same time, multi-echelon replenishment engines are optimizing inventory flows from supplier to DC to store and dark store, dynamically balancing service levels, working capital, and capacity constraints.”

2025 Retail Forecasting and Replenishment SPARK Matrix
Source: QKS Group

Table of Contents 

• Key Findings 

• SPARK Image 

• Vendor Profiles 

• Market Definition & Capabilities 

• Evaluation Criteria 

• Research Methodologies 

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