- QKS Group SPARK Matrix™ provides competitive analysis and rankings of leading enterprise AI search vendors.
- With a mature enterprise search platform (iFinder) and integrated generative AI capabilities through iAssistant and iHub, IntraFind is recognized for its focus on semantic search accuracy, rapid deployment, and enterprise-grade integration across complex data environments.
pune, india, March 31, 2026 /PRNewswire/ — QKS Group today announced that it has named IntraFind as the 2025 SPARK Matrix™: Enterprise AI Search Leader.
Amandeep Singh KanujaPractice Director and Principal Analyst at QKS Group,state, “IntraFind has a clear position in the enterprise AI search market, building on foundations in NLP and linguistics, giving iFinder’s search layer more depth than most RAG entrants. The iFinder and iAssistant stacks are tightly coupled, and iAssistant uses RAG to generate responses directly from iFinder’s indexed content, allowing output to be used by authorized enterprise It ensures that you remain data-driven. Access control is enforced through early binding at index time, ensuring users only see the content they are authorized to view. The platform has demonstrated powerful capabilities in indexing a variety of enterprise-scale data sources, complemented by fine-grained permission-aware access controls and flexible deployment across on-premises, cloud, and hybrid environments, making it ideal for complex, security-sensitive use cases.
QKS Group defines Enterprise AI Search as an advanced information retrieval technology that leverages artificial intelligence to enable accurate, context-aware searches across an organization’s diverse data sources, including documents, databases, CRMs, CDPs, email, intranets, and more. Employs advanced indexing, natural language processing, semantic understanding, and personalization techniques to quickly surface relevant information. This directly addresses challenges associated with inefficient information discovery, time-consuming manual searches, fragmented data environments, and inefficient knowledge utilization. By reducing the time employees spend searching for information, organizations can significantly increase productivity, speed decision-making, and promote agility in responding to business opportunities.
IntraFind positions itself as a mature enterprise AI search provider by combining powerful linguistics-driven semantic search capabilities with an integrated search augmentation generation (RAG) and GenAI stack tailored for complex enterprise environments. Through its iFinder platform, the company leverages advanced NLP, entity recognition, and support for a wide range of enterprise content formats to deliver highly accurate search across structured and unstructured data while ensuring strict permission-aware access control. iAssistant builds on this foundation by enabling grounded, generative AI experiences such as contextual answers, summaries, and document-level insights, while giving organizations control over model selection and deployment. Complementing this, iHub extends functionality to a broader range of enterprise GenAI use cases within a secure and flexible architecture. Driven by a consistent focus on organic innovation and deep domain expertise, IntraFind addresses enterprise requirements for accuracy, scalability, deployment flexibility, and controlled AI deployment across the evolving enterprise AI search landscape.
The QKS Group SPARK Matrix™ includes detailed analysis of global market dynamics, key trends, vendor landscape, and competitive positioning. The study also provides competitive analysis and rankings of enterprise AI search providers in the form of SPARK Matrix™. The study also provides strategic information for users to evaluate various vendors’ capabilities, competitive differentiation, and market position.
Franz Kögl, CEO of IntraFind Software AG“We are pleased to be recognized as a leader in SPARK Matrix™: Enterprise AI Search 2025. This recognition supports our commitment to delivering AI-powered search that combines performance and reliability. We help organizations access knowledge across complex data environments in an accurate, secure, and efficient manner. In our view, enterprise AI is the foundation of semantic search, secure generation based on sanctioned enterprise data. Real value is created when AI, robust access controls, and explainable answers work together seamlessly.”
About Intrafind Software AG:
IntraFind Software AG is an enterprise search and artificial intelligence specialist headquartered in Munich. For more than 25 years, the software company has been helping public agencies and businesses find, connect, and leverage unstructured and structured data from a variety of systems. To achieve this, IntraFind relies on the latest AI and machine learning techniques, such as natural language processing and large-scale language models (LLM). The solution combines search and AI chatbots to provide fast, context-aware access to information, even across large amounts of data, while meeting the highest standards of data protection, governance, and digital sovereignty. IntraFind’s customers include large corporations, hidden advocates, and public sector organizations.
For more information about IntraFind Software AG, please visit www.intrafind.com.
Media contact:
andrea pappelger
PR & Marketing Manager
Intrafind Software AG
Landsbergerstrasse 368
80687 Munich, Germany
Email: [email protected]
About QKS Group
QKS Group is a global analyst and advisory firm that helps businesses, technology vendors, and investors make confident, data-driven decisions. Our portfolio spans the flagship SPARK Matrix™ evaluation framework, the SPARK Plus™ analyst advisory platform, QKS Intelligence™ for market and competitive tracking, and QKS Community™ for CXO leaders and practitioners. All products are powered by a human intelligence-driven framework and QKS’ closed-loop research methodology, which integrates expert-driven insights, quantitative modeling, and continuous validation to deliver reliable, results-driven intelligence.
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PR & Media Relations
QKS Group
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Email: [email protected]
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