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Equipment Downtime and Maintenance Analytics

by Sight Machine

Equipment downtime history, fault details and filters for production-loss investigation.

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Headquarters

United States

Deployment

Public SaaS, Edge/Local

Services

System Integration, Support & Maintenance, Data Analytics

How it works About Fit Cost Similar solutions Q&A

How it works

Sense

Machine states, fault codes, stops, process values, operator context, and inspection records capture equipment condition and loss events.

Connect

FactoryTX Edge or Cloud collects supported OT and IT records and transmits conditioned data to the Sight Machine cloud over the plant-approved network path.

Analyze

Downtime views, fault context, loss trees, asset-health indicators, alerts, and CIL reports rank recurring equipment losses.

Act

Maintenance and line teams classify causes, prioritize corrective work, complete inspections, and verify whether recurring stops decline.

Why teams choose it

Faster investigation

Earlier intervention

Consistent plant comparisons

Less manual data preparation

About Equipment Downtime and Maintenance Analytics

Sight Machine Downtimes displays equipment stops and fault details for operator review. Time, duration and cause filters help teams investigate production interruptions.

Does it fit your project?

Best suited to

Manufacturing operators
Teams reviewing equipment stoppages

You need

Connected equipment-stop records
Machine, shift and fault configuration

Limitations

Historical stop analysis does not itself predict failure
Cause labels depend on the available records

Cost estimate

Example1 site, 10 assets, United States

First year$2,600 – $8,700

Every year after$700 – $2,400

Estimated first year, by component

$1,000 – $3,300$900 – $3,000$700 – $2,400

Hardware$1,000 – $3,300

Sensors, gateways and spare units

Installation and setup$900 – $3,000

Site survey, mounting, commissioning and configuration

Software and services, 12 months$700 – $2,400

Platform subscription, connectivity, data and support

This is an estimate by IoT Apps based on comparable deployments, not a quote from Sight Machine.
Get an estimate for your own project and invite Sight Machine to confirm a price and lead time, on this page.

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Questions and answers

Q: Can ongoing stops be seen?

A: Active downtime is highlighted and its duration updates.

Q: Can operators filter by shift?

A: Current and past shift ranges are supported.

Q: Which event details appear?

A: Start, end, fault code and fault description.

What does a deployment cost?

For 1 site with 10 monitored assets in United States, IoT Apps estimates $2,600 – $8,700 in the first year and $700 – $2,400 every year after. This is an estimate based on comparable deployments, not a quote from Sight Machine.

VendorSight Machine, United States

IndustryIndustrial & Manufacturing, Manufacturing, Heavy Industries

Use casesPredictive Maintenance, Condition Monitoring, Process Optimization

DeploymentPublic SaaS, Edge/Local

ServicesSystem Integration, Support & Maintenance, Data Analytics, Software Platform

Available inWorldwide

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IoT Apps is an independent platform. Listings do not imply endorsement by or partnership with the vendor. Estimates are indicative and based on comparable deployments, not on vendor quotes.