SmartFactory AI™ Productivity is the only industrial AI/ML platform that can integrate with scheduling, dispatching, and full auto solutions in your current manufacturing environment. When integrated with the production environment, semiconductor manufacturers can expect to achieve improved cycle times, utilization, throughput, and yield. No other platform achieves this in as little time or effort.
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Today, the world is rapidly moving to artificial intelligence and machine learning to service the demands of the market in every business sector. The world of manufacturing is no different. The necessity to be more intelligent, more responsive and more quality-driven is needed more than ever before.
Introducing Applied Materials SmartFactory AI. Create your own competitive advantage with the first CIM-integrated AI platform for semiconductors, helping expedite solutions for your productivity and supply chain challenges using intelligent algorithms. Optimize your multiple objectives through streaming and learning from big data, end-to-end model development and deployment.
SmartFactory AI addresses two main problems that affect fab productivity and yield. One, the shortcomings of the prediction model, including lot cycle time, dynamic bottlenecks and yield forecasting. And two, the problem of finding the best logic or parameter values to control production flow or equipment operations in an optimal way, considering real-time and future status.
SmartFactory AI is the only industrial AI platform that can integrate with scheduling, dispatching, and full-auto solutions to help you achieve improved throughput, cycle times, utilization and yield like never before. In production, SmartFactory AI collects data, trains a model, deploys it to the production environment, and monitors its performance in real-time to see how the model is performing. If there are fluctuations in the model’s accuracy, it is automatically retrained.
The solution UI shows results of the model evaluation and performance. SmartFactory AI is transforming manufacturing productivity by providing automated model building, training and deployment capabilities as well as user-friendly solution UI. This fully integrated solution is enabling manufacturers to manage deployments in as little as six months. A quarter of the time it typically takes them to develop individual models.
SmartFactory AI is integrated into the existing SmartFactory, Advanced Productivity Family and there is no need for users to learn additional environments or languages. Engineers can use pre-built ML models or configure key parameters to help focus on a fab’s particular challenges and expands the depth of problem-solving. Start amplifying your productivity and create your own competitive advantage with SmartFactory AI.
