Hunt, ask, repeat
- Question
- Search SharePoint
- Search Teams
- Search email and documents
- Ask a colleague
- Still unsure
Use case · AI for Internal Knowledge Assistants
Internal AI assistants: stop hunting through SharePoint for things you've already written.
Employees ask a question in plain English. The assistant searches your approved knowledge sources — SharePoint, Microsoft 365, Confluence, policies and project documentation — and answers with citations.
- Question
- Search
- Validation
- Cited answer
A 30-minute call. No pitch deck, no slideware. If we can help, we'll tell you how.
In plain terms
What is an AI internal knowledge assistant?
An AI internal knowledge assistant lets employees ask questions in plain English and find answers from the organisation's own approved knowledge sources.
Instead of searching SharePoint, Microsoft 365, Confluence and internal documents separately, employees can ask one question and receive an answer grounded in company information, with citations showing where the answer came from.
A production-grade assistant can also respect existing permissions, manage changing content and operate within the organisation's security and governance requirements — which is where moving from prototype to production usually becomes the real work.
The problem
Current knowledge search
AI knowledge assistant
Your organisation already has the answer.
The problem is finding it.
Most companies have written down everything someone needs to know, somewhere — in policies, wikis, decks, old emails, past project files. The problem is finding it. Slack searches return chaos. SharePoint returns 47 results, none of them useful.
Ask once, decide
- One question
- Search approved knowledge
- Validate sources
- Answer in plain English
- Citation attached
“SharePoint returns 47 results, none of them useful.”
Microsoft 365
AI knowledge assistants for SharePoint
Your organisation doesn't necessarily need another place to store knowledge. In many cases the information is already sitting inside SharePoint and Microsoft 365.
The opportunity is to make that knowledge easier to find and use. We connect an assistant to approved organisational knowledge sources while respecting the permissions and security controls you already have in place.
- SharePoint
- Microsoft 365
- Confluence
- Policies & documents
- Project files
Workflow
From Question to Trusted Answer
How an employee question flows through the platform — from unified search through source validation to a cited, confidence-scored answer.
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01
Employee question
Asked in plain English from the workspace, Teams or intranet
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02
Knowledge search
SharePoint, Confluence, Microsoft 365 and document stores searched together
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03
Source validation
Permissions, recency and authoritativeness checked before use
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04
AI analysis
Relevant passages reasoned over with confidence scoring
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05
Answer generation
Plain-English response drafted, grounded in retrieved evidence
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06
Citation attachment
Every claim linked back to the document, page and version
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07
Trusted response
Cited answer delivered — or a clear “I don't know” if evidence is thin
The solution
Answers grounded in your own knowledge
We build internal assistants that index your real knowledge sources and answer questions in plain English with citations. Trained carefully on what's current and authoritative; configured to say “I don't know” rather than make things up.
The platform connects to approved knowledge sources such as SharePoint, Microsoft 365, Confluence, document repositories, policies and internal documentation. Rather than generating answers without evidence, the system retrieves relevant information, validates the source and presents an answer with citations.
When reliable information is unavailable, the assistant clearly indicates uncertainty rather than inventing an answer — trusted answers, not educated guesses. The same discipline underpins our AI for customer support work, where evidence-backed responses matter just as much.
Production AI
Trusted Answers, Not Educated Guesses
Many AI assistants can generate convincing answers. The challenge is ensuring those answers are based on trusted organisational knowledge and supported by evidence.
We build knowledge assistants that prioritise authoritative sources, provide citations and respect existing security and governance requirements — then deploy, host and support them in production.
SharePoint Integration
Microsoft 365
Permission-Aware Access
Citations
Monitoring
Managed Support
Capabilities
Typical platform capabilities
What a production-grade internal knowledge assistant looks like once it is connected to your real sources and running across the organisation.
Enterprise search
Search across multiple knowledge repositories simultaneously from one place.
Citation-based answers
Every answer is linked back to its source material so it can be checked.
SharePoint integration
Connects to approved organisational knowledge already living in Microsoft 365.
Document intelligence
Analyses policies, procedures and long-form documentation, not just FAQs.
Permission-aware access
Respects existing user permissions and security controls — users only see what they should.
Knowledge governance
Prioritises trusted, current and authoritative content; downgrades stale material.
Before vs after
Traditional knowledge search
AI knowledge assistant
Stop searching. Start finding.
Same question. A very different path from “I need to know this” to “I have the answer.”
Hunt, ask, repeat
- Question
- Search SharePoint
- Search Teams
- Search email
- Ask a colleague
- Still unsure
Ask once, decide
- Question
- Unified knowledge search
- Source validation
- Cited answer
- Decision made
The outcome
01
02
03
04
Turn organisational knowledge into something people can actually use.
New joiners get up to speed faster. Senior people stop being asked the same five questions every week. Decisions get made on what's actually written down rather than on whoever shouted loudest in the meeting.
Faster onboarding
New employees become productive more quickly, without waiting on a buddy.
Reduced interruptions
Subject matter experts answer fewer repetitive questions and reclaim deep-work time.
Better decision-making
Teams rely on documented knowledge rather than assumptions or hallway opinions.
Improved knowledge accessibility
Information becomes easier to find and use — in the flow of work, not after it.
Architecture
01
02
03
04
05
Typical deployment environment
A layered architecture — from your existing knowledge sources through indexing and retrieval into a monitored, governed employee workspace.
Knowledge sources
SharePoint, Confluence, Teams, policies, handbooks and project documentation.
Document processing layer
Indexing, chunking and content preparation with permission metadata preserved.
AI knowledge engine
Retrieval, ranking and grounded answer generation with confidence scoring.
Knowledge workspace
Employee search and question interface, embedded into Teams, intranet or web.
Monitoring & governance
Usage monitoring, feedback capture and content management workflows.
Commonly used in
Where this typically lands
Internal knowledge assistants solve a cross-industry problem — anywhere people spend time hunting for information someone has already written down.
Professional services
Consultants and delivery teams reusing prior work and methodology.
Education & learning
Policies, course material and learner support across institutions.
Telecommunications
Product, network and process documentation for large operational teams.
Charitable trusts
Programme guidance, safeguarding and grant processes across distributed teams.
Medical device manufacturing
Regulated procedures, quality documentation and engineering knowledge.
Technology organisations
Engineering runbooks, internal APIs and product knowledge across squads.
See how this fits across the industries we work with and our other AI use cases.
Related service
How we deliver it
This use case is delivered through our custom ai development work. See also our full services list and other use cases.
Custom AI DevelopmentBuilding the assistant against your real knowledge sources and permissions model.
Prototype to ProductionTurning a working demo into a governed, monitored production system.
Managed AI Hosting & SupportHosting, monitoring and ongoing support once the assistant is live.
Not sure whether your knowledge sources are ready? Start with an AI readiness assessment, or read the AI Executive Guides.
Next step
Want to talk through ai for internal knowledge assistants?
A 30-minute call. No pitch deck, no slideware. If we can help, we'll tell you how. If we can't, we'll point you somewhere that can.