Engineering adoption of AI is transforming product development yet again. AI-driven design, augmented simulation, and predictive analytics are all contributing to increase collaboration, speed up design convergence, and achieve greater product innovation. The latest release of Altair® HyperWorks® includes features like shapeAI, which quickly finds and classifies parts "by shape" inside geometry files or finite element meshes by applying machine learning.