Use cases
By business goal

Reduce unplanned downtime

Prevent sewage pollution

Reduce energy waste

By asset

Pumps

Conveyors

Fans

By Industry

Wastewater

Clean water

Chemicals

Steel

Oil & gas

Airports

Pulp & paper

Mining
Product

Pump blockage detection

Detect pump blockages as they develop so that you can prevent sewage pollution incidents.

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Predictive alerts

Get notified early so you can fix issues before they become bigger problems.

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Asset map

Easily spot problematic pumping stations on a visual map.

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Asset health

Incident insights with issues found, root cause analysis, data proof, and next steps.

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Energy optimization

Know exactly where your energy losses happen and what you can do to fix this.

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ESP failure detection

Catch faults in Electric Submersible Pumps – in surface gear and downhole motor.

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Asset reliability service

Get alerts verified by reliability specialists for higher confidence and accuracy.

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Pump airlock detection

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Arch. screw pump failure detection

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API

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About

Asset reliability service

Get alerts verified by reliability specialists for higher confidence and accuracy

Trusted by global water utilities

Expert-backed monitoring and insights

Get analyst support to detect degradation at the component level

Specialist-reviewed alerts

Get only the insights you should take action on

Every alert is reviewed by our reliability analysts to ensure it’s accurate and relevant – so you can act with confidence, without wasting time on false alarms.

Asset-level monitoring at scale

Component-level issues, validated by analysts

Monitor the health of individual powertrain components to catch issues before they affect the wider system.

Proactive issue prioritization

Get expert guidance to prioritize critical assets

We don’t just send alerts – we help you understand which issues pose the highest risk, so your team can allocate resources efficiently and prevent failures before they escalate.

Trust every alert with analyst-reviewed accuracy

Prevent costly downtime with expert oversight

Our experts review every detected issue, ensuring reliable, early failure detection that prevents unplanned downtime and costly repairs.

Do smarter maintenance with real-world context

Our notifications include context, turning data into targeted, high-impact recommendations.

Get expert support that goes beyond alerts

We don’t just send alerts; we provide continuous updates, help you resolve repetitive issues, and identify root causes to help improve your asset performance.

Increase reliability with a human in the loop

AI-driven detections refined by expert reviews

A second pair of eyes,
every step of the way

See what matters. SAM4 delivers high-confidence alerts, minimizing distraction and maximizing impact through high-quality detection models and expert data analysis.

Expert support when you need it

Have questions about an alert? Our experts are always available to explain what it means, why it matters, and what to do next.

Continuous learning for better predictions

Our ESA and Data Science teams use customer asset data to continuously train our models – refining detections and enabling smarter, more accurate failure prediction over time.