Manufacturing and inspection

Your best inspector can't be at every station. What he knows can be.

In-line inspection that finds defects right after the process step, while fixing them is still cheap, on hardware inside your plant.

What it costs you

Three costs we hear from every plant we visit.

Escapes surface late

A defect found downstream costs hours of rework as the unit moves through the line, where the same defect at the cell would have cost minutes.

Where Nyx helpsDetection immediately after the process step, where remediation is still cheap.

The standard walks out the door

Judgment lives in a handful of people. It is not written down, and it cannot be in two places at once.

Where Nyx helpsThe standard captured once and applied at every station, with metrics that show it improving.

Manual inspection does not scale with volume

Fixtures and flashlights confirm that a part is present. They say little about whether it is good.

Where Nyx helpsVision and thermal inspection on AMD Kria modules at the station, with the data staying in your building.

Runs on: AMD Kria KV260 at the station. Results stay on your network.

What it looks like in practice

ProcessWeld, bead, fastener or surface
CaptureVision and thermal at the cell
DetectDefect classes you define
DispositionPass, rework or hold
ActReject gate or operator alert

Inspector corrections feed back into the model, so detection improves while the line runs.

Evidence

Pending

Weld quality inspection clearance pending

A North American equipment manufacturer where inspection today is fixtures and flashlights. Published once the first engagement completes and the customer agrees.

Customer name withheld

The first step

A bench-top prototype against your parts, or production-intent units you own. Either one is scoped in a two-week evaluation.

Book an evaluation Contact Read the case study outline