Live yield dashboards
Real-time first-pass yield, false-call, scrap, and rework.
Orchestration · Circuex agent 05
Yieldix
Closed-loop line-wide yield, scrap, and rework optimization. Fuses every agent and test station into a live yield model — with ICT/FCT triage that root-causes each failure and feeds corrections upstream.
Orchestrate & triageGraduated autonomyMES write-back
LINE YIELD · REAL TIME
99.4%FPY
-40%Rework
+11%Throughput
AUTOMOTIVEMEDICALAEROSPACEINDUSTRIALAI HARDWAREEMS / CM
The problem
Why this stage bleeds
Even with good print, placement, reflow, and inspection, the line leaks margin: unbalanced stages, changeover downtime, rework churn, and test failures whose root cause is guessed at in spreadsheets.
The solution
How Yieldix closes it
Yieldix fuses Stencix, Reflux, Voidex, and test stations into a live yield model — optimizing throughput, scrap, rework, and line balance, and running ICT/FCT triage that attributes root cause and feeds corrections back.
Capabilities
What Yieldix does
Line balancing
High-mix changeover scheduling under real constraints (cuOpt).
Test triage
ICT/FCT diagnosis with stage-level root-cause attribution.
Upstream feedback
Corrections routed to Stencix placement and Reflux reflow.
Exception routing
Scrap and rework handled under approval policies.
MES integration
Traceability with an assurance-grade audit trail.
LINE YIELD · REAL TIME
99.4%FPY
-40%Rework
+11%Throughput
In the loop
Yieldix 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.
- Orchestrate & triage — 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 Yieldix takes — and it earns the next level by proving itself.
01
Shadow
Yieldix 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
Yieldix tunes autonomously within guardrails, escalating only exceptions.
Outcomes
What Yieldix 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 Yieldix
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
ORCHESTRATION · EDGE
20–50msPer tile
8–16Cameras
LiveOn line
Once Yieldix went closed-loop, the stage stopped being the bottleneck. It just holds yield — and tells us why when it doesn't.
Questions
Yieldix FAQ
Does Yieldix 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 Yieldix run on your boards
Book a working session and watch Yieldix perceive, predict, and close the loop against your line data.