Map the operating system
Connect equipment, signals, production states, and engineering relationships.
Manufacturing digital twin software
Connect equipment behavior to the production system.
Bring asset signals, engineering models, and production context into a shared view for reliability and operations.
Connected through the TwinEdge platformExplain the change behind the trend01 / SYSTEM VIEW
01Baseline02Compare03Explain04Prioritize
START WITHSignals + comparable conditions
TWINEDGE CONNECTSExplain the change behind the trend
MOVE FORWARD WITHA finding teams can use
THE WORKFLOW
From line-side measurements to an informed intervention.
Explain the behavior
Compare observed performance with the expected operating envelope.
Act with context
Keep the model finding with the maintenance or process action and its result.
BUILT FOR THE OPERATION
What makes the workflow work.
Brownfield OT connectivity
OPC UA, Modbus, MQTT, and historian context through TwinEdge OS and DataOps.
Physics-aware condition
Explain degradation and energy waste with envelopes and models where supported.
Governed AI recommendations
Agents draft actions with approval and evidence.
CMMS and field closeout
Route approved work into AssetOps and TwinEdge Field.
BEFORE YOU START
A few useful answers.
Is TwinEdge a manufacturing MES?
No. TwinEdge is an industrial operating layer for data context, twins, agents, maintenance, and evidence that works with existing MES, SCADA, and ERP systems.
Which assets are common pilots?
Compressors, pumps, chillers, critical rotating equipment, and process cells with usable telemetry.
How does AI stay safe on the plant floor?
Recommendations are approval-first and read-only by default, with audit and replay controls.
THE NEXT CONNECTION
Explore the product familyBuild the rest of your loop.
START WITH YOUR OPERATION
Put the next decision in motion.
Discuss your sources, assets, and the outcomes your team wants to improve.