SPARK Matrix™: Industrial Edge AI Solutions-Process Industry, Q4 2025

QKS Group’s Industrial Edge AI Solutions market research provides a comprehensive assessment of the global market landscape, focusing on emerging technology trends, deployment approaches, and the future outlook for edge adoption in industrial settings. This research delivers strategic insights for technology vendors to refine their product and partnership strategies, and for end users to benchmark vendors’ capabilities, evaluate competitive differentiation, and assess positioning in a rapidly evolving market.

The study includes a detailed competitive landscape and vendor evaluation using QKS Group’s proprietary SPARK Matrix analysis. The SPARK Matrix ranks and positions leading Industrial Edge AI Solutions vendors based on their technology excellence and customer impact at a global scale. The analysis covers vendors such as ABB, Beckhoff Automation, Emerson, Eurotech, Honeywell, Mitsubishi Electric, Rockwell Automation, Schneider Electric, Siemens, and Yokogawa, with proven industrial edge deployments.

According to Vyshak K, Principal Analyst at QKS Group, “ Industrial Edge AI Solutions are software-first solutions designed to connect, process, and analyze operational data closer to industrial assets, reducing dependence on centralized systems and enabling faster, more secure decision-making. These solutions are purpose built to support industrial workloads at the edge by integrating data connectivity, real-time processing, analytics, and security into a cohesive software environment tailored for plant-level deployment. This study focuses on Industrial Edge AI Solutions developed by core process automation vendors. These solutions are characterized by deep integration with control systems, historians, and plant-level infrastructure, along with secure, scalable connectivity to enterprise and cloud environments."


2025 Industrial Edge AI Solutions - Process Industry 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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