Live Semiconductor Production Line

Stream physical chamber telemetry and optical wafer maps through in-line inspection stations. Detect equipment drift, classify defect morphology, and verify probe test outcomes in real time.

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Production line

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Manufacturing

Waiting for input: sensor units, wafer maps or both.

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Monitoring

Scores each unit for failure risk and charts its sensors against control limits.

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Wafer test

Reads each wafer map for a defect pattern and tests the lot for repeats.

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Actual outcome

Checks the warnings against recorded final-test results and wafer labels, when the input has them.

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