AI Chatbots

Stop Searching Six Tools for One Answer

Internal knowledge assistants that answer employee questions from your existing documentation and tools.

The challenge

Where this usually breaks down

The answer usually already exists - written up in a Notion page or a pinned Slack message months ago - but it's impossible to find without knowing exactly where to look or who to ask. The employee who wrote it may have left, so the same question gets asked again in a different channel and answered again from memory.

What we fix

What this service actually solves

An internal knowledge assistant indexes documentation you already have, wherever it lives, and answers employee questions from it directly, citing the source so the answer can be verified rather than just trusted. It respects existing access permissions, so it never surfaces something an employee shouldn't see.

Our approach

How we run it

We start by mapping where your documentation actually lives - it's rarely just one tool - and connect the assistant to those real sources rather than asking anyone to migrate content first. Access control inherits your existing permissions system, and every answer carries a citation back to the source.

What's included

Capabilities & deliverables

01

Documentation & Tool Integration

  • Indexing across your existing internal documentation and tools
  • No requirement to migrate content into a new system first
  • Ongoing sync as documentation gets updated
02

Access Control

  • Permissions aligned to your existing access system
  • No answer surfaces content a given employee should not see
  • Audit trail of what was accessed and by whom
03

Deployment

  • Slack and Microsoft Teams deployment where that is where employees already work
  • Standalone internal portal option
  • No separate login or tool employees have to remember to use
04

Accuracy & Citation

  • Every answer cites its source document
  • Confidence thresholds for when to answer versus point to a human
  • Usage analytics to surface where documentation has real gaps
Process

How an engagement runs

Documentation Mapping

We map where knowledge actually lives across your tools, rather than assuming it is centralised in one place.

Access Control Alignment

The assistant is connected to your existing permissions system so answers respect who is allowed to see what.

Indexing & Integration

Documentation is indexed in place - no forced migration into a new system before the assistant works.

Deployment

The assistant is deployed where employees already work, most often Slack or Teams, to minimise adoption friction.

Citation & Confidence Tuning

Answers are configured to cite their source and to decline rather than guess when confidence is low.

Gap Analysis & Iteration

Usage data reveals where documentation is thin or missing, which becomes a prioritised list rather than a guess.

Tools & technologies
Internal AIKnowledge Assistants
Who this is for

Who needs this

Growing teams with knowledge spread across tools

Once headcount passes a certain point, tribal knowledge in people's heads stops scaling and needs to live somewhere searchable.

Companies with real documentation that nobody reads

If good documentation already exists and still goes unused because nobody can find it, this is a discovery problem, not a content problem.

Proof

Related work

We're still building out published proof for this specific service - ask us directly and we'll walk through relevant examples.

Ways of working

How to engage us for this

FAQs

Common questions

No - the assistant indexes documentation where it already lives, whether that's Notion, Confluence, Google Drive, or a mix of tools. Migration would just add a maintenance burden without improving the answer quality.

It's connected to your existing access control system, so an employee only gets answers built from documentation they're already permitted to see. It doesn't create a new permission model - it inherits the one you already run.

It will answer based on whatever the source document says, which is only as accurate as that document is kept. This is why we also surface usage data on frequently-asked questions with thin documentation - so the underlying content gets fixed, not just the retrieval.

Most commonly Slack or Microsoft Teams, wherever your employees already spend their day, specifically to avoid asking anyone to adopt a new destination just to ask a question.

No - adoption depends on whether employees actually use it instead of asking a colleague out of habit, which we can't fully control. What we can guarantee is that when it's used, the answer is grounded in real documentation with a citation, not a guess.

It says so rather than fabricating one, and can be configured to point toward a relevant document that's close but incomplete, or flag the gap for someone to fill rather than pretending the information exists.

Get in touch

Employees losing time searching for answers that already exist?

We'll connect an assistant to your real documentation, wherever it currently lives, without a forced migration.

0+ Years in market
0+ Engagements delivered
Avg. traffic growth
0% Avg. CPL reduction

Ready to get started?

We usually reply within 24 hours.

Reference

Internal Knowledge Assistants, in detail

Direct answer

An internal knowledge assistant is a chatbot that answers employee questions by searching your existing internal documentation and tools, citing its source, and respecting the same access controls already in place.

Scope, area by area

AreaWhat we deliver
Indexed Knowledge BaseYour existing documentation and tools connected and searchable through the assistant
Access ControlPermissions mapped to your existing system, so nothing gets over-exposed
DeploymentThe assistant available where employees already work - Slack, Teams, or a portal
AnalyticsUsage and gap reporting showing what is asked most and what documentation is missing

How this compares

Grounded Internal AssistantGeneral AI Assistant
Answers cite a real internal source documentAnswers cannot be traced back to a verifiable source
Respects existing access permissionsHas no concept of who should see what
Declines when documentation does not cover itProduces a plausible-sounding answer regardless

The permission layer is not optional for an internal tool - a knowledge assistant that ignores existing access control is a bigger risk than the search problem it was meant to solve.

What this changes for the business

  • Employees stop losing time searching multiple tools for an answer that already exists somewhere
  • Institutional knowledge survives someone leaving, because it lives in indexed documentation rather than one person's memory
  • Documentation gaps become visible through usage data instead of staying invisible until someone hits one

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Internal Knowledge AssistantsAccess ControlDocumentation GroundingSlack IntegrationSource Citation