Operational Efficiency

Industrial artificial intelligence is evolving rapidly. But while generative AI dominates headlines, industrial AI operates under fundamentally different conditions. Harri Saikkonen, SVP at Etteplan, explains what sets industrial AI apart and why reliability and domain expertise are non negotiable in physical systems.

Prevent Fragmented Responsibilities Around Safety and Cybersecurity

Why Restructuring is Now Strategically Necessary

A future-proof data structure is essential to meet new EU regulations, implement scalable AI, and remain competitive.

Requirements engineering is one of the most important phases in product development. It defines what the product does, who it is intended for, and under what conditions it meets technical, regulatory and user-driven requirements. When requirements engineering fails, the entire project can collapse — which is why quality is critical. With AI-based agents, requirements work can be streamlined, enabling projects to progress faster. AI doesn’t replace experts, but it gives them better tools to succeed.

In today’s fast-paced technological landscape, the safety and dependability of electronic devices are paramount. Electromagnetic Compatibility (EMC) testing is essential in this regard, ensuring that electronic products adhere to stringent official standards.

Predictive maintenance aims to prevent unexpected breakdowns and expensive downtime. Thanks to new technology, generative AI (genAI) and Predictive AI can greatly improve maintenance planning, documentation, and failure prediction.

As the worn-out cliché states, data is the lubricant for business. But not just any data: the backbone of everything is master data. Without well-structured master data, industrial processes, customer relations, and finances will suffer from inefficiencies and errors. Consistent data is crucial for accurate outcomes from advanced analytics and AI-powered solutions.

In the face of the dynamic growth of the smart metering market, integrated lifecycle management of meters becomes crucial for companies facing new challenges.