Autor: Swetlana Franken

AI Colleagues?

AI Colleagues?

Competence requirements and training for AI use in industry
Swetlana Franken ORCID Icon
Artificial intelligence is fundamentally changing tasks, roles, and skills in (industrial) companies. Increasingly, it acts as a colleague, preparing decisions, supporting processes, and interacting with people. This article highlights key competence requirements for AI use in industry, presents an integrated competence model, and outlines practical strategies for the transfer of skills. The aim is to prepare companies and employees for humane, competence-oriented AI implementation that combines technological efficiency with human creativity and judgment.
Industry 4.0 Science | Volume 42 | 2026 | Edition 2 | Pages 78-86
Competencies for Industrial Work 4.0.

Competencies for Industrial Work 4.0.

Requirements and Status Quo of the Competencies of Young Professionals in NRW
Swetlana Franken ORCID Icon
Industry 4.0 is work in progress in Germany, digital technologies such as IoT, KI, Cloud or Big Data Analytics are increasingly being introduced in companies. However, alongside technology, people and organisation are the central success factors of digital transformation. Further training, lifelong learning, agile organisation and corporate culture are becoming increasingly important in companies. Study results on the competence requirements for industrial work 4.0 show that in addition to IT and technical skills, openness, overview knowledge, interdisciplinary cooperation and agility are also required. Young professionals from NRW largely understand the importance of these competences, but show significant deficits in many of them, especially in digital competences, interdisciplinary cooperation and agility. It is necessary to promote these competences in a targeted manner during studies and further education.
Industrie 4.0 Management | Volume 36 | 2020 | Edition 6 | Pages 21-24
Leadership 4.0 – Concepts and Skills for Leadership in Industry 4.0

Leadership 4.0 - Concepts and Skills for Leadership in Industry 4.0

Swetlana Franken ORCID Icon
Industry 4.0 not only changes products, processes and work organisation, but also the understanding of leadership. Manager in future are visionaries, analysts and mentors who develop the strategy and new business models, designer and moderators for virtual and intercultural teams, self-reflected personalities..
Industrie 4.0 Management | Volume 32 | 2016 | Edition 3 | Pages 55-57