Perception layer
Edge inference on Jetson/IGX reads inspection and process telemetry at 20–50 ms per tile.
The autonomous operations layer
One platform for the whole PCBA line
Circuex unifies perception, simulation, decision, and action into a single closed loop — so your line converges yield instead of chasing it.
The idea
Stop tuning the line by hand
Every stage — print, place, reflow, inspect, test, handle — becomes a physical-AI agent that senses, predicts, and acts under graduated autonomy.
- Perceive SPI, AOI, AXI, coating, and oven telemetry in real time.
- Simulate every recipe in a calibrated physics twin.
- Decide & act with closed-loop control and full traceability.
Architecture
Four layers, one loop
Twin layer
Twinex simulates deposition, reflow, and joint formation to qualify moves before production.
Orchestration layer
Yieldix fuses signals line-wide, triages test, and sequences high-mix changeovers with cuOpt.
Action layer
Stencix, Reflux, and Roboq tune the front, the oven, and the physical handling of every board.
The agents
Six products, one operating layer
Stencix
Print & PlaceAutonomous solder-paste printing and pick-and-place.
Explore StencixReflux
Reflow & JointsAutonomous reflow and selective-soldering control.
Explore RefluxVoidex
Perception & InspectionAI inspection that sees and predicts solder defects.
Explore VoidexTwinex
Digital TwinThe SMT-line digital twin that hits target yield first.
Explore TwinexYieldix
OrchestrationClosed-loop line-wide yield, scrap, and rework optimization.
Explore YieldixRoboq
Physical ActuationPhysical-AI robotics for the electronics factory.
Explore RoboqCLOSED-LOOP CORPUS
100%Actions logged
CitedEvery call
LiveFeedback
The moat
A closed-loop corpus that compounds
Every condition → recommendation → action → result is written to a shared corpus. The more the line runs, the better every agent gets.
See the loop in motion
Integration
Fits the line you already have
No rip-and-replace. Circuex reads first, then earns write-back.
Printers & mounters
Read SPI and placement, write back pressure, speed, and per-nozzle offsets.
Ovens & selective
Read zone telemetry, write back ramp, soak, TAL, peak, and atmosphere.
AOI / AXI / coating
Ingest imagery, return grounded, cited defect calls with confidence.
MES & traceability
Bi-directional integration with an assurance-grade audit trail.
0Agents in one platform
0First-pass yield
0Fewer false calls
0Edge inference / tile
Autonomy
You hold the dial
01
Shadow mode
Agents predict with zero write-back — you validate against reality.
02
Recommendations
Grounded suggestions with the evidence behind each one.
03
Approvals
Operators approve actions under policy, per stage.
04
Closed-loop
Autonomous control within guardrails; exceptions escalate to humans.
It's not a dashboard bolted onto our line — it's an operating layer that actually acts, and proves every action it takes.
Is Circuex a MES replacement?
No. Circuex sits above your machines and beside your MES, adding perception, simulation, and closed-loop control — and integrating with your traceability system.
Do we need NVIDIA hardware?
Circuex is built on the NVIDIA physical-AI stack. We help you right-size edge (Jetson/IGX) and training (DGX/HGX) for your line.
How long to first value?
Shadow-mode perception typically delivers grounded insight in weeks; closed-loop control follows as each stage proves out.
Every board, perfectly built.
See the platform on your line
Book a working session and we'll map Circuex to your machines, mix, and yield targets.