Automotive tier-1
Closed-loop reflow cut tombstones and hidden voids; drift caught before a single board shipped.
Proof from the floor
Lines that trust the loop
From automotive tier-1s to AI-hardware OEMs, teams run Circuex to hold yield, cut false calls, and absorb high-mix without firefighting.
AUTOMOTIVEMEDICALAEROSPACEINDUSTRIALAI HARDWAREEMS / CM
Outcomes
What partners report
0First-pass yield
0Fewer false calls
0Less scrap & rework
0Faster NPI
Case studies
How teams close the loop
Medical-device EMS
Voidex cut false calls 72% while catching escapes — with an audit trail auditors could replay.
AI-hardware OEM
Twinex qualified NPI recipes in the twin, burning zero first-article boards.
We stopped firefighting the front of the line. Circuex catches drift before a single board fails — and it tells us exactly why.
Buying one agent felt low-risk. Within a quarter we were running three, and the loop between them is where the yield actually came from.
By segment
Where the loop lands first
| Segment | First agent | Headline result |
|---|---|---|
| Automotive | Reflux | Reflow reliability, fewer escapes |
| Medical | Voidex | 72% fewer false calls, replayable audit |
| Aerospace | Voidex | X-ray BGA-void quantification |
| Industrial | Stencix | High-mix front-of-line yield |
| AI hardware | Twinex | Zero-burn NPI |
PILOT · WEEK 6
99.4%FPY
-72%False calls
-40%Rework
Typical pilot
Value in weeks, not quarters
Shadow-mode perception delivers grounded insight fast; closed-loop control follows as each stage proves out.
See the adoption path
Get started
Join the lines running Circuex
01
Scoping call
We map your mix, machines, and yield targets.
02
Shadow pilot
Grounded insight with zero write-back.
03
Closed loop
Autonomy turns on stage by stage.
04
Scale
Expand across lines and sites.
Can you share references?
Yes — under NDA we can connect you with teams in your industry running Circuex today.
How fast is a pilot?
Most shadow-mode pilots show grounded value within weeks.
Every board, perfectly built.
Become the next proof point
Book a demo and we'll design a pilot around your highest-pain stage.