software, including software as a service offerings that integrate with existing CAD and CAE tools. The platform targets use cases across industries such as automotive, machinery, power generation, aerospace, robotics, naval engineering, heavy equipment, building systems, and data centers. Mechanical AI also provides engineering expertise and consulting services to help organizations apply artificial intelligence to mechanical design, optimization, and CAD automation. Its work includes mechanical engineering and AI research as well as scientific research and development focused on improving physical design processes.