SPARK Matrix™: Enterprise AI Search, Q4 2025

QKS Group's Enterprise AI Search 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 Enterprise AI Search vendors with a global impact. The SPARK Matrix includes analysis of vendors such as Algolia, AWS, ChapsVision, Coveo, Elastic, Glean, Google, IBM, IntraFind, Kore.ai, Lucidworks, Microsoft, Mindbreeze, OpenText, Squirro, and Yext.

According to Amandeep Singh Khanuja, Practice Director & Principal Analyst at QKS Group, "Enterprise AI Search is moving beyond traditional enterprise search toward a strategic intelligence capability that enables organizations to access trusted knowledge, accelerate decision-making, and operationalize AI securely. Enterprises are increasingly prioritizing retrieval-augmented generation, hybrid semantic search, and enterprise-grade governance to deliver grounded, context-aware answers from internal data rather than relying on generic language models. As conversational and agentic AI adoption grows, Enterprise AI Search is becoming a core enabler of digital productivity, embedding AI-driven insights directly into everyday workflows while maintaining trust, security, and compliance.”

2025 Enterprise AI Search 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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