AI Use Case
Enable self-learning option generation in CAD software
Support 3D CAD (Computer Aided Design) software - e.g. Autodesk Dreamcatcher - to build options in to the design process. Environmental, traffic data used to help analyse potential outcomes. Architects / design staff can make educated decisions with visualised data-rich options.
Function
Information Technology
Knowledge Management
Benefits
Operational - Faster system build / test / deploy,Data - Data enhancement
Case Studies
MIT~MIT Researchers design tool to optimise product designs according to optimal efficiencies and performance objectives ,Cornell University~Researchers at Cornell University are using deep learning to develop dental restorations with better accuracy than human eye,NASA~NASA and Autodesk reduce the weight of designs for space craft lander by 35% using machine learning for generative design
Potential Vendors
Autodesk
Industry
Professional Services
Professional Services Other
Data Sets
Structured / Semi-structured,Time series
AI Technologies
Machine Learning (ML),ML Task - Grouping - Dimensionality Reduction,ML Task - Action Selection - Reinforcement Learning ,Traditional AI