Digitalization is a decisive competitive factor for industry - artificial intelligence (AI), digital twins and cyber security are considered the key technologies of the future. But how can manufacturing companies use these technologies specifically and effectively to make processes more efficient, sustainable and secure? The latest report from the International Center for Networked, Adaptive Production (ICNAP) provides practical answers: from zero-trust architectures and the integration of AI to the use of digital twins, the report offers solutions for Industry 4.0. It also presents an outlook on the future of autonomous production and highlights approaches for the so-called "dark factory" – a fully automated production facility.