Studies 2023
Industrialization of Artificial Intelligence (AI) in Production
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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
Objective
- Build organizational process framework and technical reference architecture for industrialization of AI
Procedure
- 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