SPARK Matrix™: IoT Edge Analytics Platforms, Q3 2025

QKS Group's IoT Edge Analytics Platforms 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 IoT Edge Analytics Platform vendors with a global impact. The SPARK Matrix includes analysis of vendors such as AVEVA, AWS, C3 AI, ClearBlade, Cloudera, Cumulocity, Edge Impulse (Qualcomm), Eurotech, HPE, KX, Landing AI (Bosch Rexroth), Litmus Automation, Microsoft, SAS, Seeq, and Sight Machine.

According to Vyshak K, Analyst at QKS Group, "an IoT Edge Analytics Platform is a software platform designed to collect, process, analyze, and derive insights from data generated by Internet of Things (IoT) devices at the edge of a network, close to the source where data is generated. The platform enables real-time or near-real-time analysis and decision making without the need to send data to a centralized location for processing. By performing analytics at the edge, these platforms can reduce latency, bandwidth usage, and dependency on cloud services, making them ideal for use cases where real-time responsiveness, data privacy, or intermittent connectivity are critical factors. Overall, an IoT Edge Analytics Platform empowers organizations to unlock the better potential of their IoT deployments by enabling actionable insights and intelligence directly at the edge of the network. The key capabilities of an IoT edge analytics platform include edge device management, edge analytics, application enablement & management, connectivity management, security, data management, and integration & interoperability”.

2025 IoT Edge Analytics Platforms 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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