Industries

Advancing Semiconductor
Equipment Testing Innovations
through Precision Testing and Real-Time Insight 

As semiconductor designs become more complex, precision is paramount. yieldWerx’s integrated data solution helps semiconductor equipment manufacturers improve yield and manage complexity throughout the production lifecycle.  

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Navigating the Complexities of the Semiconductor Equipment Manufacturers

Semiconductor equipment manufacturers face significant yield management challenges as they strive to optimize production efficiency and minimize defects. One key issue is the complexity of equipment integration, where disparate tools and systems across different stages of production often lead to inconsistencies that impact yield. Additionally, as the industry moves to smaller nodes (e.g., 5nm, 3nm), maintaining the precision of equipment becomes increasingly difficult, with even small variations causing significant yield loss. This drives a need for predictive maintenance and real-time monitoring which can optimize production and predict downtimes before they happen.  

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Key Challenges

Equipment Complexity and Cross-Platform Compatibility

Lack of interoperability between machines, platforms, and systems across manufacturing

Smaller Nodes require Higher Precision

As process nodes become smaller (e.g., 5nm, 3nm) precision becomes increasingly more difficult to maintain

Optimizing Equipment Failures and Monitoring

Traditional methods are not sufficient to predict failures and lack real-time monitoring capabilities 

How It Works

How yieldWerx Supports 
the
Semiconductor Equipment Industry

Real-Time Machine Control and Monitorin

Provides real-time monitoring and control of equipment, including probers and handlers, ensuring equipment is functioning optimally and identifying potential failures before they lead to yield loss.

Process/Yield Analytics & Reporting

Provides holistic end-to-end data visualizations across manufacturing lifecycle for high volumes of data.

Automated Lot Disposition

Integrating with MES and using AI and ML to predict potential yield loss, this module provides real-time lot management for early defect identification.

Multidimensional Wafer Merge

Automates wafer merges across diverse data sets and apply policies and characteristics allowing for what-if analysis and assembly map generations.

Root Cause Knowledge Graphs

AI-powered knowledge graphs that visually guide user down weighted paths to identify root causes quickly and accurately.

Yield Prediction Module

This predictive tool helps life sciences manufacturers anticipate and optimize production outcomes, ensuring more accurate planning and minimizing the risk of yield degradation.

End 2 End Data Lifecycle Management

ensures the retention of important data while maintaining system performance, allowing for continuous reporting and analysis to improve yield management.

Real-Time Quality Control

Robust outlier detection tools, such as Part Average Tests (PAT) and Good Die in Bad Neighborhood (GDBN), are critical in detecting defects at a granular level, especially at advanced nodes.

3rd Party Integration

Bi-directional integration with MES, QMS, and ERP systems.
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Sharpen Your Competitive Edge

Discover the yieldWerx difference and revolutionize your semiconductor operations. Schedule a demo today!

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PTC

Partner

PTC is a semiconductor consulting firm based in Malaysia, providing strategic and technical consulting services to semiconductor manufacturing, assembly, test, product and ecosystem companies across Asia. yieldWerx, a leading innovator in semiconductor yield management solutions, and PTC, a premier Malaysia-based consulting firm for the semiconductor manufacturing industry, have announced a strategic collaboration to address the growing need for comprehensive data analytics across the semiconductor manufacturing lifecycle in the rapidly expanding markets of Malaysia and India.
This collaboration combines yieldWerx’s state-of-the-art analytics platform with PTC’s extensive industry knowledge and regional presence to strengthen semiconductor manufacturing capabilities across East Asia. By providing sophisticated analytics solutions tailored to regional needs, yieldWerx and PTC aim to streamline factory setup and operations, implement rigorous quality assurance protocols, and accelerate the development of sustainable semiconductor ecosystems across both countries. PTC will act as the regional consulting partner, offering advisory, deployment support, and strategic integration services to fabless clients, OSAT facilities, and manufacturing startups adopting the platform.