Thermal-signature sensing
Per-board joint-formation prediction from live oven telemetry.
Reflow & Joints · Circuex agent 02
Reflux
Autonomous reflow and selective-soldering control. Sound joints formed the first time — no bridges, voids, tombstones, or cold joints — with every profile change logged.
Solder & fuseGraduated autonomyMES write-back
REFLOW PROFILE · LIVE
217°CLiquidus
+2.1°C/sRamp
0.4%Void rate
AUTOMOTIVEMEDICALAEROSPACEINDUSTRIALAI HARDWAREEMS / CM
The problem
Why this stage bleeds
Reflow is a black art: multi-zone thermal profiles must melt paste into decade-reliable joints across boards of wildly different thermal mass. Profiles are hand-built, frozen, and drift invisibly until AXI or the field finds it.
The solution
How Reflux closes it
Reflux fuses oven telemetry, board thermal signatures, and downstream AXI outcomes to predict joint formation and autonomously tune ramp, soak, time-above-liquidus, peak, cooling, and atmosphere per board and lot.
Capabilities
What Reflux does
Autonomous reflow control
Ramp, soak, TAL, peak, cool, and nitrogen atmosphere tuned closed-loop.
Selective & wave
Temperature, dwell, and wetting control for through-hole soldering.
AXI feedback loop
Joint outcomes flow back into the profile automatically.
Oven prognostics
Zone drift and heater degradation caught before defects.
Assurance-grade log
Every profile change and its joint result recorded.
REFLOW PROFILE · LIVE
217°CLiquidus
+2.1°C/sRamp
0.4%Void rate
In the loop
Reflux 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.
- Solder & fuse — 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 Reflux takes — and it earns the next level by proving itself.
01
Shadow
Reflux 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
Reflux tunes autonomously within guardrails, escalating only exceptions.
Outcomes
What Reflux 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 Reflux
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
REFLOW & JOINTS · EDGE
20–50msPer tile
8–16Cameras
LiveOn line
Once Reflux went closed-loop, the stage stopped being the bottleneck. It just holds yield — and tells us why when it doesn't.
Questions
Reflux FAQ
Does Reflux 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 Reflux run on your boards
Book a working session and watch Reflux perceive, predict, and close the loop against your line data.