Industrial AI & IntelligenceIndustrial AI & Intelligence
Factory floors don't need another dashboard. They need a system that understands them.
From PLC to prediction — we build a single pipeline that connects your machines, makes sense of their data with cooperating AI agents, and turns it into decisions on the floor.
01 — Connect
Stream data from every machine
- Live signal
- Edge processing
- At-rest encryption
Protocols
Modbus TCP · EtherCAT
On the edge
Time sync · buffering · loss handling
In the cloud
Encrypted, access-audited storage
02 — Understand
Turn raw signals into clarity
- Specialized agent
- Shared, versioned context
Ingestion
Cleans and labels incoming signal
Correlation
Links events across machines & shifts
Prediction
Flags drift before it becomes downtime
03 — Act
Decide and act instantly
94.2%
OEE, line 3
3
Early alerts, 24h
12.6 min
Predicted downtime avoided
Illustrative
Extruder 01Normal
Press 04Normal
Robot Cell 2Needs attention
CNC 11Normal
Oven Line 1Needs attention
Packer 03Normal
09:14Vibration drift detected on Press 04 — 6% above baselinemed
08:52Robot Cell 2 cycle time trending up over last 3 shiftslow
07:30CNC 11 tool wear forecast: replace within 40 cycleshigh
The full path
See the pipeline in action
MACHINES
CNC-01CNC-02CNC-03
CLOUD STORAGE
encrypted · buffered
AI ENGINE
idle
DASHBOARD
live view
Ask the factory. User asks: Which machine needs attention right now? Answer: CNC-02 is trending 8% above its vibration baseline — recommend inspection within 2 shifts.