AI offers new opportunities: efficiency, insight, future viability
AI extends our tool kits: new potentials to automize and gain data based insights for the evolution of business and organization on a new level.
Key: Understanding of the available versions and models of AI with their chances and challenges.
- genAI, serving the fast creation of output
- agentic AI, serving autonomous decision making and goal-directed behaviour to handle complex problems with minimal supervision
- explainable AI, uncovering explainable, actionable insights from data for decision making and strategy creation
Since 2019, I am working with explainable AI (xAI) for data-based identification and validation of skills, in accordance with the EU AI Directive. GenAI, agentic AI, and xAI offer models that can be used depending on the use case and risk class.
I support companies in understanding existing AI approaches as the foundation to develop their business-oriented, legally compliant AI strategy. I work with regional and international AI providers, assist in the selection of suitable technology, and support you all the way to the successful implementation of your use cases.
The rising cost of trust:
AI has become a business risk
AI cannot be treated as just a background automation tool any longer.
Meinolf Sellmann, Feb 2026:
"Companies mistakenly assume AI = LLMs. Using an LLM as a decisioning engine... will get you burned.
... Know the different branches of AI and use the right tool and the right approach for the right tasks."
How can you use AI to build for the future?
