Automotive
Zero-defect expectations at high volume — closed-loop reflow and inspection catch drift before it ships.
By industry & by role
Built for high-mix, high-reliability lines
Circuex meets the toughest PCBA production where profiling load and reliability stakes are highest — from automotive to AI hardware.
By industry
Where Circuex earns its place
Medical devices
Traceable, cited quality on every joint, with an assurance-grade audit trail for regulators.
Aerospace & defense
Rare-defect coverage and X-ray BGA-void quantification for mission-critical reliability.
Industrial
High-mix changeovers absorbed by autonomy instead of scarce process engineers.
AI hardware
Dense, fragile, high-value boards handled and inspected without escapes.
EMS / CM
One operating layer across many customers, mixes, and lines — recipes that carry over.
By role
One loop, many owners
Plant managers
Real-time first-pass yield, false-call rate, scrap, and rework — and line-level optimization.
Process & NPI engineers
Qualify recipes in the twin; offload high-mix tuning to the agents.
Quality & reliability
Grounded, cited inspection and a defensible audit trail.
Operations & supply
Throughput and line balance under real component and labor constraints.
HIGH-MIX LINE · LIVE
37Active SKUs
99.4%FPY
-40%Rework
High-mix, no penalty
Changeovers stop costing yield
Recipe carry-over, warm-start from similar boards, and twin-qualified moves make every changeover faster and safer.
See how
Use cases
Where the loop pays back
| Use case | Lead agent | Before Circuex | With Circuex |
|---|---|---|---|
| Front-of-line yield | Stencix | Manual SPI spot-checks | |
| Reflow reliability | Reflux | Frozen hand-built profiles | |
| Inspection false calls | Voidex | 5–20x true defects | |
| NPI / changeover | Twinex | Burn boards, iterate | |
| Line-wide yield | Yieldix | Spreadsheets & guesswork | |
| Handling & box-build | Roboq | Rigid per-SKU fixtures |
0Less scrap & rework
0Faster NPI
0Fewer false calls
0First-pass yield
High-mix used to mean high-firefighting. Now the line just absorbs the mix and holds yield through every changeover.
Adoption
Start where it hurts most
01
Pick the stage
Most teams start with inspection (Voidex) or the front of the line (Stencix).
02
Run in shadow
Grounded insight with zero write-back proves value fast.
03
Turn on the loop
Graduated autonomy closes the loop stage by stage.
04
Expand
Add agents and roll qualified recipes to every line and site.
Which industries see fastest ROI?
High-mix, high-reliability lines — automotive, medical, aerospace, and AI hardware — where tuning load and escape costs are highest.
Can Circuex run across multiple sites?
Yes. Recipes and the closed-loop corpus carry over, so learning at one line benefits every line.
Every board, perfectly built.
Find your fastest path to yield
Tell us your industry and mix, and we'll map the highest-ROI starting point.