Key Benefits

  • Staff get accurate answers from your own documents instantly — no more searching SharePoint, Confluence, or shared drives manually
  • Sourced responses with citations — every answer references the document it came from, enabling staff to verify and read further
  • Integrates with your existing content repositories — SharePoint, Confluence, Google Drive, Azure Blob — no migration required
  • Role-based access control — staff only receive answers from content their role is authorised to access
  • Document updates reflected automatically — new and revised documents are re-ingested without rebuilding the system
  • Full data governance — all queries, responses, and source references logged for compliance and audit purposes
Stack

Technologies Used

LangChain.js
Qdrant Vector Database
Azure OpenAI Service
LangChain.js
Qdrant Vector Database
Azure OpenAI Service
Node.js / TypeScript
SharePoint / Confluence Integration
Node.js / TypeScript
SharePoint / Confluence Integration

Does your team spend time searching for information that should be instantly accessible? Our 2-week AI Discovery Workshop audits your content, assesses your use case, and produces a fixed-fee build plan for an internal assistant tailored to your organisation.

FAQs

Frequently Asked Questions

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