Vision inspection
Machine vision software offers microscopic inspection of semiconductor products with connectors to a wide-range of optical inspection systems and camera devices. Rich information captured by the vision system—augmented with AI—becomes a real-time proactive part of the production line process. Pre-built vision inspection templates offer rapid set-up, training and deployment into production.
Real-time quality assessment
The semiconductor industry benefits from anomaly detection and prediction by monitoring production quality in real-time with automated defect detection, production unit health scores, alerts and notifications. AI models combine live image data with operating data for accurate defect classification and sorting.
AI optimization of production
Semiconductor manufacturers get peak performance thanks to deep learning AI models layered with image AI for quality forecasting and pre-cursor detection. Real-time process optimization advisories run semiconductor production close to golden batch conditions, while providing automated model re-training for anomaly detection, forecasts, soft-sensing, and optimization.
Lot traceability
A crucial component in semiconductor manufacturing, lot traceability ensures end-to-end visibility and accountability throughout the production process. By meticulously tracking and documenting each lot’s production journey, from materials to final output, SymphonyAI empowers manufacturers to swiftly identify, isolate, and rectify any issues, enhancing efficiency, quality, and compliance.