Artificial intelligence (AI) is well-suited for various applications in maintenance, if development considers application-specific requirements and limitations. Reliable models and expertise don’t need to be reinvented through AI; instead, AI can be applied selectively. The importance of staff training is increasing.

Cognitive maintenance and the end of failure

From five minutes to five seconds in remote connectivity. For a top-level rally team, every fraction of a second counts—not just on the track, but also in cybersecurity.

China invested most and drove the majority of the growth in 2024, eclipsing the US, the EU, and the UK.

Microbes are nature’s engineers, capable of modifying and sustaining life’s fundamental processes, maintaining ecosystem balance, and revolutionizing industrial processes. Their role in industry has grown, especially in achieving sustainability and circular economy goals.