Tune the front
Print pressure, speed, separation, clean cadence, and per-nozzle offsets.
The closed loop, step by step
Circuex turns a fragmented line into one loop that senses every board, proves every move, and acts within guardrails.
1Perceive
See every board in real time
Edge inference reads SPI, AOI, AXI, coating, and oven telemetry as boards move.
PERCEPTION · EDGE
20–50msPer tile
8–16Cameras
1–2AXI feeds
- Voidex classifies defects and quantifies BGA voids.
- Stencix senses paste volume, area ratio, and registration.
- Reflux reads board thermal signatures live.
2Simulate
Prove the move before the board
Twinex validates every proposed recipe against a calibrated physics twin.
- End-to-end twin: deposition, placement, reflow, joint formation.
- Synthetic rare defects stress-test the recipe.
- Continuous calibration against real outcomes.
DIGITAL TWIN
98.7%Predicted FPY
0Boards burned
3Decide
Fuse the line into one call
Yieldix orchestrates across stages, triages test failures, and sequences changeovers.
ORCHESTRATION
99.4%FPY
-40%Rework
- Root-cause attribution to a specific stage.
- Line balancing under real constraints (cuOpt).
- Feedback routed to placement and reflow.
4Act
Close the loop within guardrails
Stencix, Reflux, and Roboq take action under graduated autonomy.
Tune the oven
Ramp, soak, TAL, peak, cooling, and nitrogen atmosphere per board.
Handle the board
Loading, depaneling, flipping, and box-build without per-SKU re-fixturing.
Every result feeds the next board
Inspection and test outcomes flow back to the front of the line, and every action is written to the closed-loop corpus.
Explore the platformFEEDBACK
LiveCorpus
100%Logged
4Loop stages
6Agents
99.4%First-pass yield
60%Faster NPI
The loop is the product. Perception without action is a dashboard; action without simulation is a gamble. Circuex does all four.
What if the twin and reality disagree?
Twinex continuously calibrates to each factory's real Voidex/Yieldix outcomes, so the twin stays honest and moves stay safe.
Can operators override the loop?
Always. Graduated autonomy keeps humans in control; the loop escalates exceptions and logs every decision.
Watch the loop run
Book a demo and we'll walk your team through perceive–simulate–decide–act on real board data.