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From Proof of Concept to Global GenAI Solution

From Proof of Concept to Global GenAI Solution
It started with an idea - and a non-scalable prototype

An internal proof of concept was intended to show how Generative AI could help make company knowledge more readily available. The potential was recognizable - but the PoC was not ready for production.

 

The Challenge:

green-round

Challenges in ensuring scalability

green-round

Lack of operational stability

green-round

Insufficient data protection

green-round

Limited monitoring and lack of governance

 
  The assignment:

An internal GPT chatbot that makes knowledge available.

We were commissioned to raise the solution to an enterprise level- technically, operationally and on the user side. An AI platform provides the technical basis.

 

The Solution:

A chatbot available to more than 200,000 employees

green-round

Scalable via Azure OpenAI and App Service

green-round

Multi-model support (GPT-4.1 and GPT-4.1 mini)

green-round

Privacy-compliant through automated data deletion routines

green-round

Feature enhancements such as follow-up questions, dark mode, and chat with your own documents

green-round

Access control via user groups

The AI platform - the technical foundation:

Wir entwickelten zusätzlich die Plattform, auf der der firmeninterne Chatbot läuft – und auf der weitere spezialisierte GPTs entstanden sind:

green-round

Individuelle AI-Bots für Fachabteilungen

green-round

Gemeinsames Logging, Monitoring und Alerting

green-round

Developer Experience mit Fokus auf Erweiterbarkeit

Business Impact:

%

…of employees consider the chatbot helpful for their work.*

%

…of employees feel that GPT saves them up to 2.5 hours per week.*

Net Promoter Score

%

…of employees consider the chatbot helpful for their work.*

 

The company’s internal GenAI chatbot is now available to more than 200,000 employees worldwide and is used extensively. A Net Promoter Score of 47 confirms strong acceptance and tangible added value. The solution delivers significant time savings and measurably higher productivity across a wide range of use cases. More than 70% of respondents believe that the chatbot improves the quality of their work results. Thanks to the AI platform strategy, the solution can also be flexibly extended—for example, to support additional specialized AI use cases.

 
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