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Topological

Physics-based foundation models for CAD optimization.

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Metric Details
Industry B2B
Batch Summer 2025
Team Size 2 members
Focus Tags
Reinforcement LearningRoboticsDesign Tools3D PrintingAI
API Support ✅ Available
Description Topological is developing physics-based foundation models for CAD optimization. We help hardware teams iterate at the same speed that software teams do. Our technology is accelerating the engineering workflow with AI and scales design and optimization to identify the ideal designs for complex problems given their physical constraints with enhanced speed and performance. Our first model, UToP-v1, is a SOTA topology optimization model that understands physics, geometry, and manufacturability. It can generate the most efficient design given a problem’s physical requirements. It has <5% compliance error and is 1930x faster than current methods. We're reimagining mechanical engineering and computational design with precision spatial AI.