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A Private AI Assistant for Company Knowledge
A company knowledge assistant searches approved sources, assembles relevant context and answers with citations. It should respect existing access boundaries and make uncertainty visible.
Where it fits
Useful when there is a real operating problem to solve.
This may fit if
- Teams losing time searching across documents
- Businesses with repeated internal questions
- Companies with useful but fragmented knowledge
This is not designed for
- Organisations without an owner for source quality
- Use cases that require the assistant to invent missing policy
The work behind the work
What we examine and change
Knowledge trapped with individuals
Outdated answers
Long employee onboarding
Scattered shared drives
Poor source traceability
Delivery approach
A controlled path from workflow to operation
- 01
Select sources
Identify authoritative documents, systems and content owners.
- 02
Design access
Mirror appropriate permissions and separate sensitive collections.
- 03
Prepare knowledge
Clean structure, metadata and update paths before retrieval.
- 04
Ground answers
Return source references and state when evidence is insufficient.
- 05
Maintain
Track feedback, stale content, unanswered questions and access changes.
Tangible outputs
What the engagement can produce
- Source and permission map
- Search and answer experience
- Citations and feedback controls
- Evaluation set
- Content update workflow
- Administration documentation
Responsible operation
Controls are part of the system.
- Source-level permissions
- Citations by default
- Freshness ownership
- No-answer behaviour
- Access and feedback review
Questions
What buyers usually need to know
01Is this just a chatbot trained on our data?
No. It retrieves from approved sources at answer time, applies access rules and should show where each answer came from.
02How do you reduce hallucinations?
Use scoped sources, retrieval quality checks, citations, explicit no-answer behaviour and evaluation against real questions.
03Who keeps information current?
The business retains content ownership. We design an update and review workflow so the assistant follows the source of truth.
A practical first step
Find the AI opportunity worth pursuing.
Tell us where work slows down, where knowledge gets lost or which system needs an owner. We will help you decide what should happen next.
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