Real-time SPI perception
Paste-volume, area-ratio, and registration risk scored per deposit.
Print & Place · Circuex agent 01
Stencix
Autonomous solder-paste printing and pick-and-place. Converges first-pass yield before the board leaves the head — closing the loop across the printer, SPI, and mounter.
Perceive & formGraduated autonomyMES write-back
LINE VIEW · PRINT & PLACE
99.4%FPY
20–50msEdge inference
LiveClosed loop
AUTOMOTIVEMEDICALAEROSPACEINDUSTRIALAI HARDWAREEMS / CM
The problem
Why this stage bleeds
The front of the SMT line decides the board's fate: paste volume, area ratio, stencil registration, and sub-25µm placement offsets set up 70%+ of downstream defects — tuned by hand by scarce, retiring engineers.
The solution
How Stencix closes it
Stencix perceives SPI and placement in real time, predicts which deposits and placements will fail, and autonomously adjusts print pressure, squeegee speed, separation, clean cadence, and per-nozzle offsets to converge yield.
Capabilities
What Stencix does
Autonomous print control
Pressure, speed, separation, and stencil-clean cadence tuned in the loop.
Placement & feeder health
Per-part offset correction and nozzle/feeder prognostics.
High-mix warm-start
Recipe carry-over from similar boards for fast changeover.
Graduated autonomy
Approval policies with an assurance-grade audit trail.
Write-back connectors
Printer, mounter, SPI, and MES/traceability integration.
LINE VIEW · PRINT & PLACE
99.4%FPY
20–50msEdge inference
LiveClosed loop
In the loop
Stencix never works blind
It shares perception, twin validation, and orchestration with the rest of Circuex — so every action is grounded and every result feeds the next board.
- Perceive & form — its role in the perceive–simulate–decide–act loop.
- Twin-validated — moves proven in Twinex before production.
- Cited & logged — assurance-grade audit trail on every change.
Autonomy
Graduated, never reckless
You choose how much control Stencix takes — and it earns the next level by proving itself.
01
Shadow
Stencix perceives and predicts with zero write-back — you validate its calls against reality.
02
Recommend
It surfaces grounded recommendations with the evidence behind each one.
03
Approve
Operators approve actions one at a time under policy, building trust and data.
04
Closed-loop
Stencix tunes autonomously within guardrails, escalating only exceptions.
Outcomes
What Stencix moves
0First-pass yieldin the loop
0Fewer false callsvs. rule-based
0Less scrap & rework
0Edge inferenceper tile
Built on NVIDIA
Technology overview
The physical-AI stack behind Stencix
Trained on DGX/HGX, served at the edge on Jetson and IGX, validated in Omniverse and Isaac Sim.
JetsonEdge inference
TensorRTLow-latency serving
OmniverseTwin & synthesis
PRINT & PLACE · EDGE
20–50msPer tile
8–16Cameras
LiveOn line
Once Stencix went closed-loop, the stage stopped being the bottleneck. It just holds yield — and tells us why when it doesn't.
Questions
Stencix FAQ
Does Stencix require the other agents?
No. It's a standalone product with its own ROI, but it compounds when paired with the rest of the Circuex loop.
How does it connect to our equipment?
Read-only connectors first, then graduated write-back to the relevant machines and your MES/traceability system.
Is it safe for high-reliability production?
Yes — graduated autonomy, approval policies, and an assurance-grade audit trail are built in for automotive, medical, and aerospace.
Every board, perfectly built.
See Stencix run on your boards
Book a working session and watch Stencix perceive, predict, and close the loop against your line data.