CMMS and asset management that understands live equipment condition.
TwinEdge AssetOps connects CMMS and EAM workflows to real-time condition, physics models, failure evidence, and field history. The platform drafts evidence-backed work for planner approval instead of treating every calendar interval as equally urgent.
CMMS and asset management software
Connect maintenance records to live equipment condition and field evidence.
TwinEdge AssetOps is CMMS and enterprise asset management software for asset-intensive operations. It connects asset hierarchy, preventive maintenance, work orders, inventory, condition evidence, physics models, GIS, mobile execution, and closeout history in one governed operating record.
- Asset, work, and PM records
- Manage asset hierarchy, work orders, preventive maintenance, inspections, procedures, labor, and history.
- Condition-aware planning
- Review telemetry, operating-envelope deviation, failure evidence, and remaining-life context before approving work.
- Inventory and field execution
- Connect parts, purchasing, assignments, offline field work, safety steps, diagnostic evidence, and closeout.
- Governed integration
- Exchange approved records with existing ERP, EAM, GIS, historian, DataOps, REST, and MCP environments based on deployment scope.
Best fit
- Asset-intensive teams that need CMMS/EAM workflows connected to condition and reliability context.
- Maintenance organizations that want planners, technicians, reliability engineers, and operations to share one evidence trail.
Scope and boundaries
- TwinEdge does not bypass planner approval or imply autonomous control of industrial equipment.
- Exact migrations, connectors, regulatory workflows, and writeback scope are validated for each customer environment.
Buyer questions
Frequently asked questions
What is TwinEdge CMMS and asset management software?
TwinEdge AssetOps combines CMMS and EAM workflows with live asset condition, physics-aware reliability context, work planning, inventory, mobile field execution, and evidence-backed closeout.
How is TwinEdge different from a calendar-only CMMS?
Calendar schedules remain available, but TwinEdge can add telemetry, operating load, failure evidence, physics models, history, parts, and field observations so planners can prioritize work with more context.
Can TwinEdge coexist with an existing EAM or ERP?
Yes. TwinEdge can operate as the system of engagement around an existing system of record or support a governed migration. Exact read, write, synchronization, and ownership boundaries are defined during implementation.
Does TwinEdge automatically create and execute maintenance work?
TwinEdge can draft scoped work from approved evidence, but operational handoff remains behind configured review and human approval gates.
Why calendar-only maintenance misses context
Calendar schedules remain useful, but asset age alone cannot explain every failure mode. Condition, operating load, physics, failure history, parts, and field evidence help teams decide which work should happen next.
Use calendar cadence where it fits, then add condition and engineering context where failure behavior is load-, process-, or defect-driven.
Review condition, risk, failure history, and parts readiness beside the PM schedule before committing scarce maintenance capacity.
Feed inspection findings, measurements, failure codes, photos, and closeout notes back into the next planning decision.
What Makes TwinEdge Different
Three modeled workflows show how connected condition, engineering context, approval, and evidence change the maintenance decision. They are illustrative, not customer case studies.
Pump bearing degradation
Illustrative condition-based workflow
A pump remains on a quarterly preventive-maintenance schedule while vibration changes between inspections are held in a separate monitoring system.
TwinEdge connects the vibration signal to the pump, evaluates bearing evidence and remaining-life context, then drafts a scoped repair for planner review before the expected failure window.
Chiller fouling and cleaning
Illustrative condition-based workflow
A chiller is cleaned on a fixed interval even though approach temperature and efficiency show that fouling develops at a variable rate.
TwinEdge evaluates approach temperature and efficiency against the operating envelope, explains the deviation, and proposes cleaning when the evidence supports it.
Generator inspection evidence
Illustrative evidence workflow
Generator tests, fuel readings, battery condition, and load profiles are recorded across paper forms, spreadsheets, and the maintenance system.
TwinEdge keeps readings, test context, approvals, exceptions, and the resulting work record together so the maintenance team can assemble an audit package from traceable evidence.
How TwinEdge Compares
Compare the operating model, not an unsourced vendor checklist. Product capabilities and integrations vary by edition and deployment.
| Capability | TwinEdge | Traditional CMMS | Condition monitoring |
|---|---|---|---|
| Asset records and work orders | Connected to condition | Core system of record | Usually handed off |
| Live sensor and condition context | In the asset and work view | Often integrated | Core monitoring view |
| Physics and operating envelopes | Attached to recommendations | Typically external | Varies by product |
| Human approval before work | Governed draft and approval | Workflow dependent | Usually external |
| Offline edge operation | TwinEdge OS | Deployment dependent | Deployment dependent |
| Field closeout evidence | Returned to the asset record | Core workflow | Usually external |
Category comparison only. Validate the exact edition, integrations, deployment model, and commercial scope of every shortlisted product.
Free Migration from Any CMMS
We migrate your assets, work order history, maintenance records, sensor configurations, and parts inventory — at no charge. No data left behind.
Switching from another platform?
We'll migrate your data from ANY CMMS or analytics platform — free. Assets, work orders, maintenance history, sensor configurations — everything.
See the Difference Live
We will show you a live pump with sensor data, a physics model evaluating degradation, and an evidence-backed CMMS work draft routed for approval — all in under 30 minutes.