SPARK Matrix™: Enterprise AI Search, Q4 2025
Independent analyst evaluation of the leading Enterprise AI Search platforms, including why Sinequa by ChapsVision is recognized as a Leader.
- Understand the Enterprise AI Search market landscape
- Compare vendors, strengths, and differentiation
- Validate shortlists with independents 3rd-party analyst insights
Get complimentary access to the full SPARK Matrix™ report today.
Get the Spark Matrix® Report
The Analyst Perspective
The Spark Matrix®: Enterprise AI Search (Q4 2025) by QKS Group provides an objective, side‑by‑side evaluation of leading enterprise AI search vendors such as Glean, Coveo, and others.
What the Report Covers:
- Market overview and competitive landscape
- Vendor positioning and comparative analysis
- Evaluation of AI capabilities, architecture, and maturity
- Focus on enterprise readiness, governance, and scalability
Who Should Read This Report:
- CIOs, CTOs, and Chief Data Officers
- AI, Data, and Digital Transformation leaders
- Enterprise architects evaluating AI search platforms
- Buyers building shortlists or validating final decisions
Why Sinequa Is Recognized as a Leader
Sinequa by ChapsVision has been recognized as a Leader in the SPARK Matrix™: Enterprise AI Search, Q4 2025, published by QKS Group. This recognition reflects a strong focus on innovation within the Sinequa platform, customer value, and the real-world impact of AI-powered search as a foundation for the agentic enterprise.
According to QKS Group, Sinequa differentiates through:
- Depth and maturity of its Enterprise AI Search platform
- Strong hybrid retrieval combining symbolic and neural search
- Enterprise-grade explainability and governance
- A clear evolution from search to agentic AI outcomes
ChapsVision differentiates itself through the depth and maturity of its Sinequa platform, which combines hybrid retrieval... with enterprise-grade explainability and governance. The addition of ChapsAgents extends this foundation beyond search into actionable, agent-driven outcomes.
Amandeep Singh Khanuja Practice Director at QKS Group
Why Leading Enterprises Choose Sinequa:
- Enterprise-grade AI search with organizational knowledge at its core (not consumer AI tools)
- Proven deployments at global scale
- Designed for regulated environments
- Clear path from search to agentic AI
Get the Spark Matrix® Report
Access the Spark Matrix® Enterprise AI Search report and evaluate vendors with confidence.