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

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

Potential Vendors

Autodesk