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