This study explores how autonomous, decision-making AI systems (agentic AI) can improve production and business operations with minimal human oversight. It aims to create a clear vision and roadmap for using agentic AI to support operators and engineers. The focus is on identifying and leveraging the most important potentials of agentic AI in real industrial and business environments.