Challenge
A large manufacturer of high-performance semiconductors implemented C3 AI Process Optimization to optimize the manufacturing process of its wireless products, demonstrating the ability to predict low-yield wafers early in the process and identify process improvements to increase overall yield.
The U.S.-based manufacturer designs and delivers a broad set of cutting-edge products, including radio frequency filters, amplifiers, modulators, attenuators, and more. However, the manufacturer had been experiencing lower than expected overall yield in some of its most complex products.
Approach
By implementing C3 AI Process Optimization, the manufacturer can now identify bad wafers, quantify time and costs saved, and tune design and manufacturing processes to optimize yields. The total estimated economic impact is greater than $30 million per year from both manufacturing optimization and design.
Solution Architecture
Enterprise AI for Manufacturing
The C3 AI Platform provides the necessary comprehensive capabilities to build enterprise-scale AI applications 25x faster than alternative approaches. The C3 AI Platform enables manufacturers to rapidly integrate petabyte-scale data from any/all enterprise systems, operational sources, sensor networks, and external providers to power machine learning models that generate predictive insights to solve previously unsolvable problems.
Many global manufacturers are already using the C3 AI Platform to drive digital transformation efforts, generating results such as: reducing inventory by as much as 35%, lowering waste due to quality defects by over 20%, and generating hundreds of millions of dollars in economic value annually.
Proven results in weeks, not years
Get insights into C3 AI’s capabilities, enterprise AI best practices, and highest-value use cases.
Gain insights into the C3 AI Platform's capabilities, its model-driven architecture, and test it against your company's sample data set.
Identify a high-impact business problem and collaborate with the C3 AI team to rapidly build an AI application that solves it.
Scale and deploy a tested C3 AI application into production. Incorporate user feedback and optimize algorithms to drive maximum economic value.