Business administration · Corporate Knowledge Assistant

An AI assistant for companies, built on your own corporate knowledge base

Do you know what company data your colleagues paste into public AI tools?

Your employees already use AI, just free, public tools, and they paste company data into them too.

In use in the first area within 6-10 weeks · a source in every answer · on your own servers or in an EU cloud

Does this sound familiar?

When you are asked where the AI rollout stands, and there is nothing to show

This is how HR, knowledge management and IT leaders tend to put it.

Management asks

Nobody says what the AI task means

“Management asks where AI readiness stands, and I have nothing to show.”

Head of HR and training, large enterprise

In front of the director

The results of knowledge management cannot be measured

“I want to go to the director with numbers, not complaints.”

Head of knowledge management, large enterprise

Unapproved AI use

Employees use public AI

“We knew employees were pasting into public AI, and we did nothing.”

Head of HR and training, large enterprise

Outdated content

Several versions circulate, and everyone finds a different one

“It turned out everyone had been working from an outdated policy.”

Head of knowledge management, large enterprise

Control

Nobody knows where the model runs

“I need to know where the model runs, what happens to the questions, and who sees what.”

CIO, large enterprise

Invisible work

Your work is only noticed when it is missing

“My work only shows when it’s missing.”

Head of knowledge management, large enterprise

Not sure yet whether this is what you need?

Our expert will tell you whether it fits your situation.

What is at stake

AI readiness is often assigned to someone without anyone saying what it means.

From then on, they are responsible for it. If there is nothing to show at the next management meeting, or it turns out that someone has meanwhile pasted company data into a public AI tool, it is they who are held to account, not IT. To have something to show, a single area is enough where the assistant already works, answers with sources, and its use can be measured. That says more than a training plan.

59%

of US employees used an unapproved AI tool, according to a 2025 survey, and 75% of them shared sensitive data.

Source: Cybernews, TechRadar, 2025

How it works

The question’s path to the source and back

01

Indexing with permissions

We index the sources (file shares, email, intranet, DOCMAN) together with the existing permissions.

02

Question

Colleagues ask in their own words, and see only what they have access to.

03

Answer with a source

The system answers from the hits and tells you which document it found the answer in.

04

It does not invent answers

If the sources do not contain the answer, it does not answer. The monthly measurement shows these questions separately.

Corporate knowledge base

Instead of a ban, your own tool that stays in the company’s hands

A corporate knowledge base works if colleagues find the answer in it, and the CIO can say where the model runs, what happens to the questions and who sees what. The assistant is not tied to any office suite, and we have measured how it performs in Hungarian.

  • It inherits the existing permissions, so they do not have to be set up again
  • It runs on your own servers or in an EU cloud, as the company decides
  • Monthly measurement: questions, hit rate, unanswered questions
What you get

One working area, with a policy and measurement

At the next management meeting, you can talk in numbers about where the company stands with AI.

  • 01An assistant for a selected area, for example technical documentation, HR and quality management policies, or customer service knowledge
  • 02Inheritance of the existing permissions
  • 03A source reference in every answer
  • 04A company AI use policy
  • 05Training for managers and users
  • 06Monthly measurement: questions, hit rate, unanswered questions
Before you decide

Worth knowing

Who it is for: the COO or another operations leader who launches it, and the CIO who approves it. In regulated sectors (finance, iGaming, energy) and wherever there is a lot of technical documentation or policy material.

What we need from you

An area where the documents are accessible and have an owner. If the permissions are messy, they need to be put in order first; that is what AI-Ready Data is for.

Rollout

Introducing the first area takes 6-10 weeks. The price depends on the size of the area and on whether it runs in the cloud or on your own servers.

What it builds on

Our intelligent search, which also works as a chatbot, document processing, extracting the knowledge held in email, AI consulting and training, and our experience in measuring Hungarian language models.

What it does not solve

Where an enterprise AI assistant is already in place and the data is in order, we do not replace it. It does not answer from general internet knowledge, and it does not make decisions.

The Corporate Knowledge Assistant product sheet

What we did not cover on this page: the steps from a small first step to the complete solution, why it pays to go this way, and how we work along the way. Feel free to forward it to your colleagues.

Not sure which area to start with?

In 2-4 weeks, the Situation Assessment shows where most time goes on manual work and how many hours a week that adds up to. It costs HUF 199,000 + VAT, which we deduct from the price of your first development. If we do not find at least 20 hours a week of replaceable manual work, we refund the fee.

Frequently asked questions

What HR and IT leaders usually ask

It answers only from the company’s sources, and gives the source with every answer. If something is not in the sources, it does not invent an answer.

On your own servers or in an EU cloud, as the company decides. The system inherits the existing permissions, so everyone sees only what they have access to.

An area where the documents are accessible and have an owner. If the permissions are messy, we put them in order first.

A policy and training too. We write the company AI use policy, train managers and users, and measure usage every month.

The price consists of a one-off implementation fee for the first area and a monthly operating fee. The monthly fee depends on whether the system runs in the cloud or on your own servers. We give you an exact quote after the Situation Assessment or a conversation with one of our experts.

Also worth a look

Further reading

AI that shows its source too

How does AI find the answer in the company’s own documents, and what happens when colleagues paste internal data into public online tools?

Shadow AI at work
Expert blog
Shadow AI at work
Employees increasingly use unauthorized AI tools. Discover the hidden security, compliance, and governance risks of shadow AI.
AI Search: Turning Organizational Knowledge into Confident Decisions
Expert blog
AI Search: Turning Organizational Knowledge into Confident Decisions
Finding organizational knowledge should be simple. Discover how AI-powered search connects employees with relevant business information.
RAG: Retrieval-Augmented Generation
Expert blog
Retrieval-Augmented Generation (RAG)
Why does AI generate false information, and how can reliable data and effective techniques reduce hallucinations?
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Business administration · Corporate Knowledge Assistant

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