TwinEdge is a physics-grounded industrial operating layer. TwinEdge Platform coordinates DataOps, digital twins, governed AI agents, AssetOps maintenance, Field execution, and evidence. TwinEdge OS runs protocol collection, storage, dashboards, alerts, and local inference at the edge.

Is TwinEdge a CMMS, a digital twin tool, or an AI agent product?

It is a product family. AssetOps covers CMMS/EAM, digital twin modules model assets and processes, and Agentic Analytics provides governed AI recommendations. They share one operating record.

Does TwinEdge replace SCADA or safety systems?

No. TwinEdge works above SCADA, historians, GIS, CMMS, and enterprise systems. Safety PLC and SIS remain authoritative. Agents are recommendation-first and read-only by default.

How does TwinEdge pricing work?

Enterprise entry starts from $1,000 per month. Final quotes depend on deployment topology, integrations, compute, modules, support, and rollout — not seat or tag taxes.

TwinEdge is a physics-grounded industrial operating layer. TwinEdge Platform coordinates DataOps, digital twins, governed AI agents, AssetOps maintenance, Field execution, and evidence. TwinEdge OS runs protocol collection, storage, dashboards, alerts, and local inference at the edge.

Is TwinEdge a CMMS, a digital twin tool, or an AI agent product?

It is a product family. AssetOps covers CMMS/EAM, digital twin modules model assets and processes, and Agentic Analytics provides governed AI recommendations. They share one operating record.

Does TwinEdge replace SCADA or safety systems?

No. TwinEdge works above SCADA, historians, GIS, CMMS, and enterprise systems. Safety PLC and SIS remain authoritative. Agents are recommendation-first and read-only by default.

How does TwinEdge pricing work?

Enterprise entry starts from $1,000 per month. Final quotes depend on deployment topology, integrations, compute, modules, support, and rollout — not seat or tag taxes.

Entity definition

What is TwinEdge?

TwinEdge is a physics-grounded industrial operating layer for asset-intensive organizations. It connects OT and enterprise data, builds explainable twins, runs governed AI agents, and turns approved findings into maintenance and field work — without claiming ungoverned autonomous plant control.

TwinEdge Platform

Cloud and hybrid coordination for DataOps, twins, agents, AssetOps, Field, compliance, and multi-site operations.

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TwinEdge OS

Local edge runtime for industrial protocols, offline buffering, dashboards, alerts, and supported on-site inference.

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TwinEdge Field

Mobile work, offline execution, diagnostic evidence, and closeout synced to AssetOps.

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Core products

AssetOps — CMMS/EAM connected to live condition and field evidence.
Agentic Analytics — governed industrial AI agents with approval and replay.
DataOps Workbench — industrial DataOps, unified namespace, REST/MCP products.
Digital twins — physics-based operational twins for utilities and industrial assets.

Primary search intents

CMMS / asset management software

Canonical: /products/assetops-eam

predictive maintenance software

Canonical: /solutions/predictive-maintenance

industrial AI agents

Canonical: /products/agentic-analytics

industrial DataOps / unified namespace

Canonical: /products/dataops-workbench

industrial edge OS

Canonical: /products/twinedge-os

water / wastewater digital twin

Canonical: /products/digital-twin-water-wastewater

mobile field maintenance

Canonical: /products/field

industrial energy optimization

Canonical: /solutions/energy-optimization

condition-based maintenance

Canonical: /solutions/condition-based-maintenance

free OPC UA client

Canonical: /products/opc-client

Safety posture: agents are recommendation-first and read-only by default. Operational handoffs require human approval unless a separately governed customer policy permits more. Safety systems remain authoritative. See claims and boundaries.

Request demo Enterprise pricing from $1,000/mo

Related for search and evaluation

AssetOps CMMS & EAM

Primary product for asset management and maintenance work.

Predictive maintenance

Condition, physics, and remaining-life workflows.

Industrial AI agents

Governed recommendations with approval and replay.

Product comparisons

Maximo, HighByte, MaintainX, Fiix, and field alternatives.

Glossary

Definitions for CMMS, DataOps, UNS, twins, and agents.

Proof & evaluation

Labeled benchmarks and pilot methods.