IT service teams answer the same customer questions in many versions, and each technician keeps their own fixes. Finding the one that worked last time takes time.
Gromnitza Systemhaus GmbH, an IT service provider for small and mid-sized businesses in Germany run by managing directors Oliver Gromnitza and Volker Schneider, wanted to see whether AI could help while keeping control of its data.
What Gromnitza Systemhaus GmbH did
After a workshop series at the end of 2023, Gromnitza ran a practice project over several joint sessions with the Mittelstand-Digital Zentrum Fokus Mensch at Hochschule Bonn-Rhein-Sieg. They tested the center's demonstrator for AI-based knowledge management, especially for internal processes and direct customer contact.
The project used only open-source language models, to strengthen Gromnitza's digital sovereignty. The center calls the project a full success. It published no figures, and the test used a demonstrator, not a system in daily use.
What it already gives the business
Gromnitza now knows what AI-based knowledge management can do with its own processes, and that it can work with open-source models.
Testing on internal workflows first, with control over the models, is a sensible order for any business that looks after customers' systems.
The ExValu perspective, a hypothesis
Where a Company Brain could take it next
The next question is what knowledge to feed it. In IT services, the most valuable answers sit in solved tickets and in technicians' heads.
A Company Brain could connect solved tickets with the technician's explanation of the fix, so the next person solves the same problem faster. That is our hypothesis.
What an owner and a buyer would look for
Track first-time fix rates, time to resolve repeat issues and how much depends on individual technicians.
A buyer of an IT service business checks whether service quality holds when technicians leave. A documented fix library and control over where data is processed both count.
The problem behind this case
Facing the same problem?
About this analysis
* The image is AI-generated and does not show Gromnitza Systemhaus GmbH 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 Gromnitza Systemhaus GmbH. To request a correction or removal, write to [email protected]. Quotes from the German-language source are translated by our team.
Primary source: Funded center note, Mittelstand-Digital Zentrum Fokus Mensch, August 2024. Available at www.digitalzentrum-fokus-mensch.de/kos/WNetz?art=News.show&id=2451.