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First Pass
Practical notes on operational assurance—raising the quality floor and reducing surprises.
October 27, 2025
Why 99.5% Accuracy Isn't Good Enough (And What to Do About It)
Most manufacturers know AI is powerful. The challenge isn't awareness—it's turning that power into reliable value.
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October 23, 2023
Docudiff
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DocuDiff: Structured, AI‑Assisted PDF Comparison
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October 24, 2025
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Stop Fighting with Drawing PDFs: Get Clean BOMs in Minutes
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