Build The Knowledge Base
That Powers Your RAG
Most enterprises have great content. The problem is it’s scattered, stale, and invisible to AI.
Your documentation drives AI—if it’s connected. Fluid Topics provides the AI-ready knowledge base that powers RAG retrieval, enabling grounded, reliable answers.
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Transform fragmented docs into a unified knowledge layer for AI
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Ensure reliable RAG retrieval with structured, enriched content
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Control access and permissions across all knowledge
Trusted by leading companies
Your AI Is Only As Good As
The Knowledge Behind It
Without Fluid Topics
Your LLM hallucinates because it has no trusted source of truth to retrieve from
Documentation lives in 12 different tools — none indexed, none AI-ready
RAG retrieval returns irrelevant chunks because content isn’t structured for it
Your chatbot gives outdated answers the moment your docs are updated
Support teams are flooded with tickets that AI should have handled
With Fluid Topics
Every AI answer is grounded in verified documentation — zero hallucinations, full source traceability
All enterprise content unified into one AI-ready knowledge base in days, not months
Content is enriched, chunked, and indexed specifically for high-precision RAG retrieval
Real-time sync means your chatbot always answers from your latest published content
65% of cases deflected — users get answers instantly, support teams focus on what matters
The Knowledge Layer
Your RAG Has Been Missing All Along
Connect any content source, instantly
With out-of-the-box connectors for CCMS, DITA, HTML, PDF, SharePoint, Confluence, and more, Fluid Topics unifies every format into a single, structured, AI-ready knowledge base — no custom pipelines, no engineering sprints.
Structure content specifically for RAG
Content is semantically chunked, enriched with metadata, and embedded for precision retrieval. The result: your LLM always gets the most relevant, well-structured context — not random paragraphs.
Access control flows through every answer
Role-based permissions are enforced at the retrieval layer. Users only receive answers derived from content they’re authorized to see — compliant by design, not by patch.
Built For Teams With Complex Technical Products
+65%
cases deflected through the RAG chatbot
+42%
greater accuracy in answering employee questions
5 million
visits on their AI knowledge bases
Want to try it yourself?
Stop letting your enterprise content sit unused while your LLMs hallucinate. Build the RAG knowledge base that makes your AI accurate, trusted, and production-ready.