Multimodal maintenance maturity report

Diagnostic complete

Multimodal maintenance maturity report

Name: Condition Monitoring System
Brand: Tractian
Rating: 4.7 (200 reviews)

A practical assessment of monitoring coverage, connected maintenance data, and the next opportunities to scale reliability.

Prepared for

Company domain

Generated on

September 14, 2026

Your score

Reactive

The plant still identifies many failures after production is affected. Continuous monitoring tends to deliver a fast return at this stage.

Your score of 8 is 2 points above the industry average. The operation has built useful monitoring foundations, but coverage depth still determines how consistently teams can anticipate failures.

The Tractian multimodal benchmark is 86/100. The 78-point gap represents the modeled opportunity to combine mechanical, electrical, operational, and maintenance context.

How your plant compares

Other industrial sector

Your plant

Industry average

Tractian multimodal benchmark

A specialist can turn this diagnostic into a coverage plan by asset, module, and criticality.

Computed by crossing public industrial standards and references with anonymized analysis of real Tractian customers. The Tractian benchmark also models the potential of the complete multimodal offering.

Signal analysis

Coverage by layer

Each layer measures a different source of operational context. A balanced profile matters more than one isolated high score because failure modes often cross multiple signal types.

1Foundational

Mechanical

8/100

Expand continuous mechanical coverage on critical assets and reduce blind intervals between routes.

See more about condition-monitoring sensors like Tractian Smart Trac Ultra Gen2 for continuous mechanical monitoring.

2Foundational

Electrical

8/100

Monitor current, voltage, and power by machine to detect electrical faults and overload earlier.

See more about energy sensors like Tractian Energy Trac for electrical and power-quality monitoring.

3Foundational

Operational

8/100

Connect process variables to condition history to distinguish asset faults from operating variation.

See more about operational sensors like Tractian UniTrac and BandTrac for the most demanding assets (low RPM; fluid-film bearings), or Industrial Operation Sensor and part count, pressure, or humidity industrial sensors.

4Foundational

Integration

10/100

Integrate monitoring, availability, and CMMS/ERP data so alerts become traceable actions.

See more about Tractian CMMS integrations and Operation Performance Sensor to connect monitoring data to maintenance execution.

Assessment scope

Industry

Other industrial sector

Asset range

Data connection

Dominant strategy

Assets in scope

Not monitored

Signals currently monitored

Not monitored

How Tractian Multimodal helps the operation scale

Tractian brings condition signals and maintenance execution into one operational context. Instead of reviewing independent numbers, teams can investigate how electrical behavior, mechanical condition, and process load interact before production is affected.

Unify mechanical, electrical, and operational signals around the same asset history.

Use cross-signal AI analysis to identify probable root cause and reduce alert noise.

Connect detected conditions to availability impact, work orders, and repeatable maintenance workflows.

How this assessment was computed The score crosses industry standards and Atlas industrial references with anonymized analysis of real Tractian customer operations from the Score-TractianOps base. Sector weights reflect the relative importance of mechanical, electrical, operational, and integration coverage for each industry.

How mature is your plant's maintenance operation?

1. Which industry does your plant operate in?

Multimodal maintenance maturity report

Your score

How your plant compares

Coverage by layer

Assessment scope

How Tractian Multimodal helps the operation scale

Trusted by 1,500 U.S. and global manufacturers

See how Tractian reads the health of your machines