Any Asset. Any Protocol. Any Industry.
If It Has Sensors, TwinEdge Can Monitor It
TwinEdge connects to equipment over Modbus, OPC UA, BACnet, EtherNet/IP, S7, MQTT, or REST. Protocol auto-detection means you're collecting data in minutes, not weeks.
How It Works for Your Industry
Connect Your Equipment
Protocol auto-detection finds your PLCs, sensors, and controllers. Modbus, OPC UA, BACnet, EtherNet/IP, S7, MQTT — all supported.
Define Your Physics Models
Use our library of 25+ models or let AI generate custom ones for your process. Pump curves, heat exchangers, motors — any thermodynamic or mechanical system.
Deploy Edge Intelligence
Install a TwinEdge hub on-site. It runs physics models and ML inference locally — works offline, acts in milliseconds.
Get Autonomous Operations
AI agents monitor 24/7, predict failures, generate work orders, optimize energy, and learn from every outcome.
Industries We've Modeled
Deep physics models already built for these verticals — and our platform adapts to any asset-intensive operation.
Custom Asset Support
Custom 2D Schematics
Interactive SVG diagrams for your specific equipment types with live sensor overlays.
Custom Physics Models
First-principles models for your processes — or let AI generate them from your operating data.
Custom Deterioration Curves
Asset-class-specific degradation models for capital planning and replacement scheduling.
Custom Compliance Templates
Regulatory reporting templates mapped to your jurisdiction and industry requirements.
Tell Us About Your Assets
We'll show you a working prototype with your equipment types in 48 hours.