Shopfloor Analysis with Machine Learning and SPC Solutions
Learn how STMicroelectronics improves shopfloor analysis and anomaly detection with ML-driven advanced SPC solutions for better process control.
This digital shift improved process efficiency, enhanced traceability and quality control, as well as enabled data-driven decision-making—ensuring a seamless transition to smart manufacturing. With MES, Axetris now efficiently manages high-mix, low-volume semiconductor production while gaining real-time transparency into its processes, optimizing workflows, and reducing operational complexity.
Before adopting InFrame Synapse MES, Axetris relied on manual paper-based tracking, limiting visibility and process optimization. Transitioning to MES required both a mindset shift and a structured migration strategy, where the team ran both systems in parallel for a year before fully digitalizing their workflows. With camLine’s expertise, Axetris successfully completed their MES rollout in just one year, transitioning from manual tracking to full automation, improving process efficiency by 50%, and reducing errors in production workflows.
One of our biggest goals was to achieve higher transparency in production. The move to MES allowed us to book process data in real-time, analyze machine performance instantly, and improve overall decision-making. This digital transformation has been a game changer for us. The flexibility and adaptability of camLine’s MES solutions have helped us optimize manufacturing, reduce lead times, and ensure on-time delivery to customers.
Semiconductor production requires precision, efficiency, and real-time insights. InFrame Synapse MES empowers manufacturers by enabling real-time monitoring, process automation, and seamless data integration—all crucial for maintaining production reliability and achieving faster time-to-market. With InFrame Synapse MES, manufacturers achieved: