SPARK Matrix™: Supply Chain Network Design, Q2 2026

QKS Group's Supply Chain Network Design (SCND) market research provides a comprehensive analysis of the global market, focusing on emerging technological advancements, market trends, and outlook. This research offers strategic insights for technology vendors to understand the evolving market landscape and enhance their growth strategies, while enabling enterprises to assess various vendors’ capabilities, competitive differentiation, and market positioning. 

The research includes a competitive analysis and vendor evaluation using the proprietary SPARK Matrix framework. The SPARK Matrix evaluates and ranks key SCND vendors based on their global impact, market positioning, and technological innovation. The analysis includes vendors such as 4flow, AIMMS, Blue Yonder, Coupa, GAINS, Logility, OMP, Optilogic, and River Logic. 

According to Kumar Anand, Associate Director at QKS Group, "SCND solutions must now deliver continuous network optimization with AI-powered scenario acceleration and stochastic risk modeling to address real-time trade disruptions and geopolitical volatility. Enterprises require platforms that simultaneously optimize cost, service levels, carbon emissions, and resilience through integrated digital twin validation and autonomous reconfiguration capabilities. As supply chain regionalization accelerates, advanced SCND platforms with executive-ready cost-to-serve analytics and low-code modeling interfaces have become mission-critical for building agile, sustainable supply networks.” 

According to Pruthvi Raj, Principal Analyst at QKS Group, "Supply Chain Network Design (SCND) software has firmly established itself as a strategic imperative for businesses navigating the intensifying complexity of global supply chains, geopolitical disruption, and trade volatility. As organizations move away from periodic network reviews toward more continuous, data-driven optimization, SCND solutions are evolving into dynamic platforms that integrate AI, generative AI, and digital twin capabilities to simulate, predict, and respond to supply chain shifts in real time. The growing emphasis on multi-objective optimization, balancing cost efficiency, service levels, risk resilience, and sustainability within a single framework, reflects how fundamentally the role of network design has changed. Looking ahead, agentic AI and graph-based reasoning are poised to further reshape how organizations design and reconfigure their supply networks, enabling a level of adaptability and precision that was not achievable with earlier generations of SCND tools." 

2026 Supply Chain Network Design SPARK Matrix 
Source: QKS Group 

Table of Contents

·       Key Findings

·       SPARK Matrix™ Image

·       Vendor Profiles

·       Market Definition & Capabilities

·       Evaluation Criteria

·       Research Methodologies

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