Studies 2023

Industrialization of Artificial Intelligence (AI) in Production

Study /

A Tunnel of Data
© Luise/

How can businesses and companies benefit from industrialized AI?

This study is currently in progress and will conclude by the end of 2023.

Challenge and Motivation

  • Currently no widespread use of AI in industry: 
  • Lack of standardization in development, deployment and operation of AI in production environments
  • AI is mostly used in pilots or for proof of concept 


  • Build organizational process framework and technical reference architecture for industrialization of AI


  • Definition of characteristics and requirements for widespread use of AI based on current state assessment of use of AI in industry
  • Development of organizational process framework including in-depth analysis of steps and best practices
  • Derivation of technical reference architecture for realization of industrialized AI
  • Application of developed concepts to real scenarios of industry partners