Illustrative AI-generated scene for the Softhouse case study
AI illustration*

Company Brain case studies

When the handbook exists but nobody reads it

How an IT consultancy put its employee handbook into a Slack assistant as a first test of internal AI

  • CompanySofthouse
  • SectorIT and software consultancy
  • SourceCompany project page, Softhouse, 2025

Every company has an employee handbook. Few employees read it, and the questions end up with HR or a colleague instead.

Softhouse, an IT and software consultancy with offices across Sweden led by CEO Sara Mårtensson, tested a simple fix on itself.

What Softhouse did

On its own project page, Softhouse describes Officebot, an AI assistant trained on internal documentation such as the employee handbook. It lives in Slack, answers everyday employee questions, handles follow-up questions and avoids sending people whole documents.

Softhouse tested the concept as a proof of value for broader internal AI use. It expects less time spent searching for HR and policy information and more time for HR and admin teams. The page reports no measured results and names no person.

What it already gives the business

Softhouse picked a low-risk, high-frequency starting point: questions with clear written answers, in the tool people already use all day.

A small proof of value like this shows a team what works before sensitive knowledge goes into an AI.

The ExValu perspective, a hypothesis

Where a Company Brain could take it next

Handbook questions are the easy part. The questions that really cost time are about projects: who solved this before, what a client prefers, how a tricky integration was done.

A Company Brain could extend the same Slack habit to that project experience, with permissions per client. That is our hypothesis.

What an owner and a buyer would look for

Track HR and admin questions per month, time to answer and how current the handbook is.

A buyer looks for policies that are current, easy to find and applied the same way. An assistant that answers from approved documents is a simple step a buyer can audit.

The problem behind this case

Facing the same problem?

About this analysis

* The image is AI-generated and does not show Softhouse staff. The facts and figures on this page come from the published source named below.

This is an independent ExValu analysis of a published case. Facts, figures and names are as reported in the source below, which our team checked on October 12, 2026. The ideas for next steps are our own perspective and make no claim about conditions inside Softhouse. To request a correction or removal, write to [email protected].

Primary source: Company project page, Softhouse, 2025. Available at www.softhouse.se/en/project/officebot-ai-that-knows-your-employee-handbook.

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