The increasing digitization of business processes, driven by technologies such as AI and ML, harbors both opportunities and challenges. Businesses and employees grapple with questions about skills, data dependencies, and the value of current skills. The coordination of technical solutions, organizational structures and employee skills is crucial for success.

Three key criteria for optimization emerge: transparency and explainability, security of action and freedom of action. Security of action ensures the desired results, while freedom of action gives users the opportunity to make decisions.To help companies find suitable solutions, the Institute for Innovation and Technology (iit) in Berlin offers a step-by-step approach.

Find out more about how you can use AI and ML to bring your company forward in our Future Insight: Confidently shaping digitization in manufacturing companies