free webinar

Webinar Description:

Why does a quality engineer still review every flag? Everyone says false calls. But sit at the review station and you'll see three different jobs happening.

The part was clean. The system flagged it anyway.

The defect was real, but small enough to pass. A void or a scratch within acceptance criteria. A process engineer looks at it just to say ship it.

The defect was real, but classified wrong. It lands in the wrong bin, gets the wrong disposition, and sends a yield engineer chasing the wrong root cause.

The first two are overkill. A shippable part got stopped either way. The third is worse, because it quietly corrupts your defect Pareto.

Most vendors solve the first one and call it a day.

And the cost isn't just review hours. After the hundredth flag that turned out to be nothing, your engineers stop looking. The real defect ships out past someone who was staring right at it. Overkill and escapes are the same problem.

Tightening thresholds won't fix it. It just trades one failure for the other.

In 40 minutes, we'll show you how to close all three:

• A supervised model on your known defect classes
• An unsupervised layer that catches what falls outside them
• Sizing and severity grading against your own acceptance criteria
• Auto-classification into your existing defect codes
• Confidence routing that decides what ever reaches an engineer at all

Then we'll run it live on real parts, with the numbers on screen.

You'll leave knowing:

• What each review bucket costs you in engineering hours, scrapped yield, and escapes
• Why threshold tuning is a dead end
• What it takes to reach exception-only review on the inspection equipment you already own
• What happens to the model six months later, when the process changes

Who should attend:

Quality engineering leads, process and yield engineers, and anyone who owns the review station.

40 minutes, 10 of them Q&A. Business email required to register.