SPARK Matrix™: AI Solutions for ITSM, Q2 2026

QKS Group's AI Solutions for ITSM 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 Commercial Loan Origination Systems vendors with a global impact. The SPARK Matrix includes analysis of vendors such as Aisera, Atera, Atlassian, BMC Helix, Freshworks, Halo, HCLSoftware, InvGate, ManageEngine, Resolve, ServiceNow, SolarWinds, Symphony AI, SysAid, TOPdesk.

According to Gaurav Kumar, Analyst at QKS Group, "Enterprise adoption of AI in IT service management is progressing from conversational interfaces focused on request handling towards more context-aware systems capable of leveraging organizational knowledge, coordinating workflows, and supporting resolution activities with greater autonomy. Generative AI is enhancing knowledge access, incident management, and service interactions; while emerging agentic capabilities are expanding the scope of automation across IT operations. As organizations seek to improve service quality, operational efficiency, and employee experience, vendor differentiation will increasingly depend on the ability to combine conversational intelligence, workflow orchestration, governance, and enterprise context within a scalable ITSM framework.”

2026 AI Solutions for ITSM
Source: QKS Group

Table of Contents 

• Key Findings 

• SPARK Matrix™ Image 

• Vendor Profiles 

• Market Definition & Capabilities 

• Evaluation Criteria 

• Research Methodologies 
  
  

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