Autonomyware converts concepts into physical products through artificial intelligence. Users describe a design or upload a sketch, and the system guides the entire engineering workflow, producing 3D models, system architecture, risk assessments, and bills of materials. Designs can be inspected, tested, and refined before exporting files for 3D printing or industrial manufacturing, all within a single integrated workspace.