A digital twin that updates in real time — and remembers.
Industrial operators need to see what's happening on the floor right now, understand how assets relate to each other, and act before a problem cascades. TwinGraph gives them one system where topology and telemetry live together, so the model of the plant and the data flowing through it are always in sync.
When a coolant temperature spikes on Line 3, the plant manager needs to know which machine it affects, what's downstream, and whether production needs to reroute. Today that answer lives across three systems: the historian has the readings, the asset management system has the hierarchy, and the operator's experience fills in the gaps. By the time someone correlates all three, the problem has already cascaded. The cost isn't just downtime. It's the decisions that don't get made because the question takes too long to answer.
Every device, asset, machine, and operator becomes a live graph node. MQTT streams telemetry directly in via MQTTBrokerNode + MQTTTopicNode. Edges express topology — plant → line → cell → machine → sensor. History can be pushed to BigQuery for analytics. Agents run anomaly detection and trigger alarms via MCP or gRPC.
A few steps. Real infrastructure.
Model your plant
Plant, line, cell, machine, sensor — express topology as graph edges.
Stream telemetry
PLCs and sensors push to MQTT. TwinGraph ingests and persists every event.
Explore in Browser
TwinGraph Browser visualizes the live plant as a dense graph.
Agents watch
AI agents run anomaly detection on the graph and fire alarms over MCP.
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Zero Topology Drift: Asset models and time-series data live in the same graph, so a sensor reading is always attached to the machine it belongs to. No reconciliation jobs, no stale hierarchies.
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Production-Proven: TwinGraph has been validated with real industrial equipment streaming live MQTT telemetry at production scale, not just simulated benchmarks.
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Instant Visibility: TwinGraph Browser ships with the server. Operators see the live plant topology and streaming telemetry out of the box, with no dashboards to build or configure.