100 AI-powered engineering use cases

Manufacturers today face mounting pressure to deliver superior products faster while managing complex design challenges and tight development timelines. Traditional simulation and optimization methods can no longer keep pace with the demand for rapid iteration, multi-disciplinary analysis and cost-effective innovation. Engineering teams need breakthrough solutions to stay competitive.

From design to maintenance, companies are achieving faster simulations, reduced analysis time and improved reliability. Inside this exclusive ebook, you'll find 100 use cases across multiple industries, including automotive, aerospace, electronics, energy, manufacturing, heavy equipment and life sciences.

Some examples include:

• Automotive: 100x faster NVH performance analysis. ML and no-code tools accelerate detection, enabling earlier issue identification, faster decisions, and improved product quality.
• Aerospace: 600% boost in avionics reliability. AI-powered ROMs speed optimization, boost efficiency, and streamline integration.
• Manufacturing: 30% faster composite material design. ML models accelerate property prediction and design optimization, reducing testing cycles and material costs.
• Heavy equipment: 20% improvement in excavator bucket filling efficiency. AI-powered co-simulation compares multiple design variants in under a minute for more innovative design iterations.
• Electronics: 15x faster E-motor multiphysics design. Accelerate geometry optimization by predicting multiphysics performance with AI-trained models.

These proven AI solutions empower you to make smarter engineering decisions, reduce costs and deliver breakthrough products faster than ever before.

Download our exclusive ebook and transform how your team tackles complex engineering challenges.