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Insights from the world of industrial reliability

Thoughts, ideas, and lessons learned from working with teams who keep machines running and from building the tools that help them do it better.

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Beyond Thresholds: How behaviour-based AI is transforming vibration analysis in industrial monitoring

October 1, 2025

Vibration Analysis 101: Beginner’s Guide to Predictive Maintenance

September 29, 2025

Ground Loops for Wired Sensors

December 17, 2024

Mounting Vibration Sensor for Condition Monitoring

December 12, 2024

How to Set the Dynamic Range and What Are the Consequences of Poor Setting

December 11, 2024

How Does Duration Impact the Spectrum

December 9, 2024

How Does the Sample Rate Affect the Data?

December 4, 2024

Empowering Businesses with Ownership of Their Machine Sensor Data

September 16, 2024

Revolutionizing Industrial Monitoring with a Unified, Sensor-Agnostic Platform

August 12, 2024

Vibration Monitoring of Rotating Machinery in Ships – An AI4EU Project

February 22, 2022

Creating an Asset Monitoring Center for Small and Medium Manufacturing Companies

February 9, 2022

Open Ecosystems Are the Future of Industrial IoT

December 18, 2021

Detecting Different Fault Locations on a Bearing

October 13, 2021

Maintenance Companies and the Next Wave of Industrial Digitalization

Using Machine Learning to Identify Operational Modes in Rotating Equipment

Times They Are a-Changin’ in Predictive Maintenance

Assessing Data Readiness for Predictive Operations in Industry 4.0

October 1, 2020