Case study · Knowledge Assistant
Regulated organisation — private document-grounded AI assistant.
A regulated UK organisation required a private AI assistant — document-grounded, access-controlled, with a full audit trail of every query and response. Deployed on Knowledge Assistant inside the organisation's own infrastructure.
- Anonymised
- Regulated environment
- Private deployment
Case study in preparation
This case study is being prepared. The headline outcomes are below; the full narrative will publish once the customer has signed off the anonymisation.
Headline outcomes
What was achieved.
- Private, isolated deployment — the organisation's documents and queries never leave their own infrastructure.
- Full audit trail: every user query, retrieval context, and assistant response logged and tamper-evident. Compliance requirement met without additional tooling.
- Deployment within [ outcome figure ] of access grant — including knowledge ingestion, SSO integration, and user acceptance testing.
- Cost outcome: [ outcome figure ] compared to the nearest comparable SaaS alternative.
- Content safety guardrails configured for the regulated context — refusal policies aligned to the organisation's obligations.
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