Find What Your Team Knows — Instantly
RAG-powered knowledge systems that connect to your internal documentation, retrieve accurate answers from the right sources and respect your existing permission model — without exposing data to external models.
Institutional Knowledge Is Scattered and Inaccessible
Most organisations have substantial internal knowledge — in documents, wikis, email threads and people's heads. The problem is retrieval. Search returns documents, not answers. Knowledge exists but cannot be found when it matters.
Enterprise RAG changes this. The system reads your documents, indexes them semantically and answers questions with grounded, cited responses — pulling from the authoritative source, not generating from training data.
Connects to Where Your Knowledge Lives
We build connectors for your existing document repositories. No migration required — the system indexes in place.
And any system with an API, export capability or database connection.
What We Build
RAG systems designed for enterprise requirements: accuracy, citations, permissions and auditability.
RAG-Powered Internal Search
Semantic search across all connected knowledge sources. Ask a natural-language question, get a grounded answer with source citations — not a list of ten documents to read.
Document Q&A
Ask questions directly about specific documents — contracts, reports, technical specs, policies. The system retrieves the relevant section and synthesises an accurate answer.
Policy Assistant
An AI interface for HR, legal, IT and compliance policies. Employees ask questions in plain language and receive accurate, cited answers drawn from your authoritative policy documents.
Onboarding Assistant
A guided knowledge interface for new team members. Answers role-specific questions, surfaces onboarding materials and explains process documents without requiring a senior employee to be pulled in.
Permission-Aware Access
The system respects your existing access controls. Users only receive answers from documents they are authorised to see. Permissions are enforced at retrieval time, not as an afterthought.
Data Security and Access Control
Enterprise knowledge AI requires rigorous access control. We build with your existing identity provider (Azure AD, Google Workspace, Okta) so permissions are enforced at retrieval time. Sensitive documents stay within your infrastructure boundary.
We work with your security team to review the architecture before deployment.
Make Your Team's Knowledge Actually Accessible
Tell us where your documentation lives, how your team currently finds information and what the friction points are. We will scope a knowledge AI system built for your environment.