Industrial-grade professional apps
1 ms high-speed output · AI direct control of lines & industrial systems
Edge KortexFlow brain-inspired world model—direct Modbus, MQTT, OPC UA, CAN, and PLC. Survive network loss with 100% local physical hard closed-loop for equipment, lines, and edge sites.
Field data & industrial protocol bridges
Direct Modbus, MQTT, OPC UA, CAN, PLC, sensors, actuators, and field data—full-stack physical hard real-time paths.
Modbus industrial register mapping
MQTT edge message bus
OPC UA unified data bridge
CAN bus field hard real-time
PLC direct mapping
High-precision physical sensors
Smart physical actuators
Industrial field structured data
3D immersive field space
AI enters equipment, lines, and edge sites—1 ms closed-loop direct control of the physical world.
Equipment side
High-speed motors, hydraulic spindles, high-torque arms. Micron jitter, abnormal friction, current spikes—if not corrected, scrap or burned bearings in tens of ms.
Line side
Linked conveyors, flexible assembly, spray/weld cells. A 0.1 mm upstream error with rigid downstream logic scraps the whole batch.
Edge site
Explosion-proof cameras, plant edge cabins, air-gapped nets. Trace flammable leaks, unsafe ops—cloud AI goes dark when the wire is cut.
Four hardcore service consoles
Anomaly early warning, predictive maintenance, process optimization, safety governance—industrial SCADA driven by the brain-inspired world model.
Anomaly early warning
Rolling multi-step physical forecasts catch leaks/overload trends 1–3s early—millisecond intercept with near-zero miss.
220Hz ──/ _/ \/\/\_/ _/ _/ _\ Drift
>> 1ms foresight: overload in 3s! (orange)
Predictive maintenance
Mine weak acoustics and temperature drift from high-rate sensors to predict valve/motor/pump fatigue and recommend optimal downtime—drive unplanned downtime toward zero.
[|||||||||||||||||||.......] 24 days
Root cause: outer-race micro-spalling; service next week
Process optimization
Enter the control loop. Dynamically tune temperature, mix, speed, and pressure at sub-ms precision to find the optimal operating window—quality, throughput, and energy balanced.
[99.982%] up [down 14.2%] down
Adaptive control: auto fine-tune pressure/temperature mix
Safety governance
Cross-check vision and physical sensors. Guard furnaces, chemical zones, and conveyors—detect PPE violations, intrusion, and smoke in seconds; interlock explosion-proof doors.
Zone 4 (furnace): non-compliant PPE
>> Status: 1ms auto alarm closed-loop lock
1 ms extreme closed loop hard real-time control architecture
From sensor sample to actuator self-heal, KortexFlow closes sub-ms sense–predict–act loops at the edge—fully local, zero cloud dependency.
KortexFlow edge direct-control chain
0.98 msDisturbance injection simulator
Edge hardware specs & deployment
Rugged edge chassis—wide-temp, dust/explosion-proof compliant base—from survey to air-gap deploy.
Site survey & physical adaption
1:1 senior industrial experts map PLC, SCADA protocols, cameras, and sensors—custom topology adapters.
50+ mainstream industrial protocolsZero-risk digital-twin simulation
Before hardware arrives, build 1:1 digital twins in a sandbox on the KortexFlow world model for stress tests and path optimization.
Motion/collision sim accurate to millimetersLocal all-in-one install & air-gap
Custom KortexFlow industrial appliance and edge gateway—plug and play. Supports absolute air-gapped deploy.
100% offline autonomy—no public networkDecision self-heal & long-term care
After go-live, edge state machines watch nodes 24h. Anomalies trigger ms-level self-heal with local audit and one-click rollback.
Soft/hard fault self-heal rate up to 99.8%