Quadrant Knowledge Solutions’ Retail Forecasting and Replenishment, 2022 market research includes a detailed analysis of the global market regarding short-term and long-term growth opportunities, market trends, and future market outlook. This research provides strategic information for technology vendors to better understand the existing market, supporting their growth strategies and for users to evaluate different vendors’ capabilities, competitive differentiation, and market position.
The research includes detailed competition analysis and vendor evaluation with the proprietary SPARK Matrix analysis. SPARK Matrix includes ranking and positioning of leading Retail Forecasting and Replenishment solution vendors, with a global impact. The SPARK Matrix includes an analysis of vendors, including Anaplan, Antuit.ai, Aptos, Blue Yonder, Data Profits, Impact Analytics, Kinaxis, Logility, Logio, Manhattan Associates, Oracle Retail, o9 solutions RELEX Solutions, Retail Express, Retalon, SAP, SAS, Solvoyo, Symphony RetailAI, ToolsGroup, and Verteego.
According to Arun Kumar, Analyst at Quadrant Knowledge Solutions “Retail forecasting and replenishment (RF&R) solution broadly implies key elements including demand planning, inventory management, replenishment planning, allocation, and promotional forecasting. Retailers are striving to better anticipate the right product and its volume required in the store and avoid circumstances where customers are unable to find the preferred products”. Arun adds “The solution leverages artificial intelligence (AI) and machine learning (ML) technologies to constantly monitor inventory levels, enhance customer service performance and maximize revenue”.
2022 Retail Forecasting and Replenishment SPARK Matrix
Source: Quadrant Knowledge Solutions
Table of Contents
- Key Research Findings
Competitive Landscape and Analysis
- Key Competitive Factors and Technology Differentiators
SPARK Matrix™: Retail Forecasting and Replenishment
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