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AI Knowledge Systems

Find anything. Instantly. Across all your internal knowledge.

Organizations drown in documentation spread across Confluence, SharePoint, Jira, ClickUp, and email. We build intelligent, searchable knowledge bases that understand context, not just keywords.

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What we deliver

AI Knowledge Systems services

  • Enterprise Knowledge Base

    Semantic search across all your internal documents and tools.

  • Multi-source RAG

    Unified search across Confluence, Jira, ClickUp, SharePoint, email, and more.

  • Hybrid Search Implementation

    Combining semantic (vector) and keyword search for maximum retrieval accuracy.

  • Document Intelligence

    Automated extraction, summarization, and classification of PDFs, DOCX, and other documents.

Best for

Companies whose knowledge is scattered across many tools, so employees lose time searching for information.

Case studies

Related project

IT Knowledge Assistant for an IT Operations Team

Client: Qlos (IT managed services company)

Challenge
ITOps engineers spent significant time searching across Confluence, Jira Service Management, and ClickUp for relevant runbooks, incident history, and configuration docs during active incidents. That slowed down resolution.
What we built
A conversational AI assistant integrated into the team's daily workflow, capable of querying all three data sources simultaneously. Engineers ask questions in natural language and get grounded, source-linked answers in seconds.
Result
Significant reduction in time-to-answer during incident triage; single interface replacing three separate search experiences.

“During an incident I used to have five tabs open, hunting for the one runbook that mattered. Now I ask a question and get the answer with a link to its source, so I can check it before I act.”

Senior Linux Administrator, Qlos

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