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SPARK Matrix™: Enterprise AI Search, Q4 2025

10 March, 2026

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Acces the report

ChapsVision has been recognized as a Leader in the SPARK Matrix™: Enterprise AI Search, Q4 2025, published by QKS Group.

This independent analyst report evaluates leading Enterprise AI Search platforms based on technology excellence and customer impact, highlighting solutions that deliver real, measurable value at scale.

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.

Get complimentary access to the full SPARK Matrix™ report today.

Inside the SPARK Matrix™ Report

Access the full report to learn:

  • Why Sinequa leads the way supporting the deployment of AI assistants and agents at scale, across industries such as manufacturing, life sciences, and financial services
  • How Enterprise AI Search vendors are evaluated across technology excellence and customer impact
  • Key capabilities and differentiators shaping the Enterprise AI Search landscape
  • Insights to guide enterprise decisions around AI-powered search and knowledge access

Amandeep Singh Khanuja

Practice Director,

QKS Group

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

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