The white paper explains how AI and machine learning are reshaping design and engineering by accelerating iteration, validation, and simulation. Traditional workflows limit exploration, but AI enables generative design, reduced order models, and AI-driven CAD, ECAD, and manufacturing tools. Companies like Altair, Monolith AI, and Neural Concept show real-world benefits—faster analysis, cost savings, and improved accuracy. AI also supports additive manufacturing, automated CNC programming, and digital twins. High-performance workstations with Dell Precision systems and NVIDIA RTX GPUs provide the computing power to handle large datasets, train AI models locally, and streamline workflows, boosting productivity and expanding innovation.

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