eXpanded Intelligence

The AI layer to get the most out of your semiconductor data

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Artificial Intelligence

A deep learning framework based on neural networks (CNNs & GANs) and other intelligent algorithms.

Smart Pattern Recognition

Profit from automatic pattern recognition and classification.

Intelligent Tool Analytics

Analyze tool combinations and pinpoint process improvement possibilities.

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Multidimensional View

Improve your operation through multivariate data monitoring.

Deep Root Cause Analytics

Smart root cause analysis enables immediate implementation of corrective measures.

Smart Decision Making

Data driven decision-making leads to substantial productivity gains.

Intelligent Tool Analytics

Optimize your equipment uptime and prevent failures

YWDXI allows you to analyze tool interactions with maximum efficiency. Detect tools that contribute to yield loss, or identify "golden tool combinations" for routing critical lots.
Viewing semiconductor data with artificial intelligence tool combination feature
Viewing semiconductor data with artificial intelligence pattern recognition tool

Smart Pattern Recognition

Optimize your semiconductor manufacturing process

YWDXI automatically detects and classifies wafers with conspicuous patterns - enabling rapid material review and wafer disposition. Machine learning supports both rule-based and data-driven detection.

Deep Root-Cause Analysis

Multivariate Monitoring for full process visibility

YWDXI's multivariate monitoring helps you review individual parameters and detect issues that otherwise wouldn't be visible. Fast processing and calculation times are ensured by mechanisms like dimension reduction. Built-in Principal Component Analysis lets you take corrective actionimmediately.
Viewing semiconductor data with artificial intelligence multivariate monitoring tool

Watch our Webinar on AI in Yield Analytics

Learn how to quickly and easily identify problems in semiconductor manufacturing processes:

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Leading semiconductor companies around the globe trust DR YIELD to improve their product stability, reliability and yield.

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We have definitely detected more problematic wafers that would have gone undetected without YieldWatchDog.

YieldWatchDog User
Factory Control Engineer

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