Kulicke and Soffa Industries, Inc. and PDF Solutions, Inc. announced their existing relationship is expanding to address the challenges of production system control and variability reduction in semiconductor assembly and packaging. As more companies adopt innovative packaging and assembly technologies to bring new products to market, it has become essential to apply smart manufacturing methods to identify the root cause of packaging and assembly issues that impact product yield, quality, and cost.
Fast-growing advanced packaging methodologies such as System-in-Package (SiP) and Multi-Chip Modules (MCM), are providing performance, power, form-factor and cost improvements, without relying on traditional device-scaling techniques. However, the shift from a transistor focus to a packaging and assembly focus has brought new engineering challenges. The increased demands placed on tool control in assembly will require big-data collection and analytical techniques to optimize these emerging packaging solutions.
The Kulicke & Soffa (K&S) and PDF Solutions collaboration is intended to combine assembly Fault Detection and Classification (FDC) data, collected by K&S’ RPM™ (Real-time Process Monitoring) data-enabled tools, with artificial intelligence (AI) and machine learning (ML) capabilities from PDF Solutions’ Exensio® platform. The unification of RPM and Exensio analytic capabilities is being designed to enable insights to directly enhance advanced assembly issue dispositioning and containment, driving yield and efficiency gains for customers. In addition to these production benefits, this collaboration is also intended to help alleviate the ongoing chip shortage. These combined capabilities are being architected to also identify out-of-control process and equipment issues before they require unanticipated downtime, enhancing system throughput and delivering more chips to market from existing manufacturing capacity.
“It is Kulicke & Soffa’s mission to be our customer’s ally in technological discovery, accelerated via strategic partnerships across the value chain,” said Shawn Sarbacker, Vice President and Head of Ball Bonder Business Unit at K&S. “The extension of our partnership with PDF Solutions immediately increases the breadth and value of our data-enabled equipment offerings, including RPM, to address the growing enterprise challenges faced by our customers across our broadening end-markets.”