100 Ways to Engineer Smarter with AI

Conceptualization and Design:

In the early stages of product development, leveraging AI enables teams to analyze and interpret existing data to design initial concepts.

Simulation and Prototyping:

As designs progress towards prototyping, AI tools, equipped with fast physics predictions, analyze potential outcomes of design choices, predicting performance under various conditions.

Testing and Optimization:

During the testing phase, AI facilitates a deeper understanding of test results, identifying why certain designs may not meet expectations.

Manufacturing and Maintenance:

In the final stages, AI assists in refining manufacturing processes and predicting maintenance needs.

End-of-Life Management:

AI continues to play a vital role as products approach their end of life. It helps in predicting the optimal timing for product retirement and facilitates the efficient recycling or repurposing of materials.