Pilot Application 4: AI-Based Assessment of Auto Damage

Development of an AI component for reviewing and preparing expert reports, and evaluation of employee acceptance

Starting Point

Within the pilot project, Control€xpert will incorporate and methodically examine AI components that have been created within the organization to review and produce expert opinions. In this context, the impact in terms of acceptance, productivity, economic efficiency, feasibility and transferability will be investigated together with the scientific partners. The INI and IAW allow for a scientific study and assessment of the social and technical aspects of AI integration, consequently facilitating methodological transfer. The insights gained into the methods of AI integration will ultimately be incorporated into a generalised guideline for the methodical introduction of AI into business processes. In addition, the results should be transferred to the Auto-ML framework created by the INI. The partners have created various agile AI integration methods. These will be checked for suitability in society, feasibility, and cost-effectiveness through testing and assessment. Control€xpert aims to increase the acceptance of artificial intelligence by both workers and consumers, thus facilitating a smoother and more effective integration.

Approach

Automated ML processing chain influenced by users or domain experts at critical points (INI)

Procedure model for interaction at human-AI-human interfaces in workflow (IAW)

Standard model for promoting social acceptance of AI in the work process (IAW)

Partners

Practice Partners

Research Partners

Control€xpert

Dr. Andreas Witte
Dr. Andreas Witte
Dr. Sebastian Schönen
Dr. Sebastian Schönen
Dr. Farzin Ghorban
Dr. Farzin Ghorban

Ruhr Universität Bochum, Institut für Arbeitswissenschaft

Prof. Dr. Uta Wilkens
Prof. Dr. Uta Wilkens
Dr. Valentin Langholf
Dr. Valentin Langholf
Prof. Dr. Christian Meske
Prof. Dr. Christian Meske

Ruhr-Universität Bochum, Institut für Neuroinformatik

Prof. Dr. Laurenz Wiskott
Prof. Dr. Laurenz Wiskott
Pavlos Rath-Manakidis
Pavlos Rath-Manakidis