Posts tagged Measurement System Analysis
3 articles

How to Run a Gauge R&R Study (and Why a Passing %GRR Can Still Fail the Part)
A Gauge R&R study can clear the 10% line and still be worthless, because the number is being read against the wrong denominator. A worked study, run through QualityEngineer.ai's own Analyze module, showing what %GRR against tolerance hides, why NDC catches it, and how Element 8 coverage finds the gauge nobody studied at all.

PPAP Element 8: What Has to Be Covered Besides the Gauge R&R Report?
A single Gauge R&R report attached to Element 8 flips the element's status to submitted, but that is not the same as every special characteristic on the part having a defensible measurement system behind it. Here is what Element 8 actually has to cover under AIAG PPAP 4th Edition and IATF 16949 Clause 7.1.5.1.1, why a package can look complete and still leave a critical gauge unqualified, and how QualityEngineer.ai tracks MSA coverage characteristic by characteristic instead of element by element.

Gauge R&R Acceptance Criteria: %GRR, NDC, and What AIAG MSA Requires
A Gauge R&R study passes when %GRR is under 10% and NDC is at least 5. Between 10% and 30% is conditional. This guide covers the AIAG MSA thresholds, what %GRR and NDC mean, which values trigger rejection, and what to do when a measurement system does not pass.