AI masterclass 2026: takeaways on turning physical test data into competitive advantage

AI master class 2026: takeaways on turning physical test data into competitive advantage

From raw test data to AI-driven decisions in just three days—here’s what happened at the AI Master class in Leuven, where engineers got hands-on with AI.
Over three intensive days, participants progressed from AI fundamentals to building fully integrated workflows. They learned how to prepare AI-ready data, automate validation and feature extraction, and train models for real engineering use cases, including road-noise prediction and manufacturing quality classification.
By combining physical testing expertise with scalable AI workflows, the master class demonstrated how organizations can accelerate decision-making, improve model reliability, and unlock the full value of their test data—today and in the future.

Clean Aviation – Projects constellation

Powering the virtual design of Hybrid-Electric Regional aircraft with an integrated platform approach

Open digital platform solution for virtual design of hybrid-electric aircraft. Providing innovative virtual design engineering solutions to our industrial end users reflects our commitment to shaping a more sustainable future towards a new era in aviation.

AI-powered performance engineering: build with confidence

Integrated simulation for breakthrough innovation From conceptualization through end-of-life management, we have reached unprecedented levels in product development complexity due to converging mechanical, electrical and software systems.  …

Domina seeder: engineering excellence and innovation at Crucianelli

A masterclass in engineering excellence and innovation of farm equipment at Crucianelli

Siemens Xcelerator for Future Innovation.
Crucianelli’s journey in developing farm equipment demonstrates how strategic thinking, intensive training, advanced simulation, and a digital mindset can empower a company and its people to innovate faster, smarter, and more collaboratively.

Simulation-driven performance analysis of hybrid-electric regional aircraft

Siemens and the HERA project are redefining regional air travel with hybrid-electric aircraft. Using simulation-driven design and digital twins, they’ve cut cruise fuel burn by 5% and boosted efficiency, all whilst staying within 3% of real-world performance data. It’s a bold step toward net-zero aviation.