Knowledge-Grounded AI
Connect AI to your institutional knowledge.
General-purpose AI doesn't know your internal policies, terminology, protocols or documents. Cuxton builds retrieval-augmented systems that connect AI to an organisation's authorised knowledge stores enabling AI to draw from the right sources, respect permission boundaries and support responses with traceable references.
Your organisation already has the knowledge.
Important information can be scattered across documents, databases, policies and internal repositories, making it difficult for teams to find and use.
Key challenges:
- Information spread across multiple systems
- Employees spending time searching for answers
- Large document and knowledge repositories
- Difficulty maintaining current information
- AI responses without sufficient organisational context
What we provide
- Retrieval pipeline design connected to approved knowledge stores
- Permission-aware retrieval that respects existing access policies
- Source attribution and citation on every AI response
- Ongoing content freshness and re-indexing procedures
How it works
- 01
Discover & Assess
Catalogue the documents, databases and repositories that matter, and confirm access permissions and update cadence.
- 02
Design & Prototype
Build a retrieval pipeline and test it against real questions from real users, checking accuracy and source attribution.
- 03
Deploy & Enable
Connect the pipeline to approved knowledge sources in production, with permission boundaries enforced end-to-end.
- 04
Operate & Optimise
Keep the index current as documents change, and expand coverage to additional repositories over time.
Typical use cases
- Internal knowledge assistants for policy, procedure and product questions
- Customer-facing support grounded in approved documentation only
- Research and compliance teams searching large document archives
Security & governance
- Retrieval respects existing role-based access permissions
- No document content used to train external public models
- Full source traceability on every generated answer
- Access and query logging for audit purposes
Deliverables
- Knowledge pipeline design and build
- Secure connection to authorised data sources
- Permission-aware retrieval aligned to access policies
- Attribution and source traceability
Turn your institutional knowledge into an intelligent resource.
Give your teams a faster, more useful way to find and work with the information your organisation already has.