Industrialization of Artificial Intelligence (AI) in Production
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