There is critical demand for semiconductor manufacturing, which can mean significant opportunities for fabs that are able to increase productivity and efficiency. However, existing tools and methods are limited in how much productivity can be achieved or by what magnitude KPIs can be improved. SmartFactory AI makes improvement possible. It enables fabs to create a unique competitive advantage by achieving end-to-end AI/ML model development and deployment that solves productivity and supply chain challenges using the next-generation approach of advanced and intelligent algorithms.
SmartFactory AI addresses two key types of challenges that affect a fab’s productivity and yield: those associated with the prediction model, such as lot cycle time, dynamic bottlenecks, and yield prediction; and problems associated with finding the best logic or parameter values to control production flow or equipment operations in an optimal way, considering real-time and future status. It is the only industrial AI/ML platform that can integrate with scheduling, dispatching, and full auto solutions in the current manufacturing environment.
To learn more about how SmartFactory AI can help you meet your goals,