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Data that tells the truth: How to prepare infrastructure and tag standardization for Predictive Maintenance

From noise to value – the role of data in Predictive Maintenance Impressive Predictive Maintenance dashboards look great in presentations, but in practice, every model is only as good as the data that feed it. According to ARC Advisory Group, up to 87% of industrial AI projects never move beyond the pilot phase, and the […]

Written by:

Tomasz Wegrzyn

Published on: 21 Oct 2025

Tomasz Wegrzyn

View all AI Customer care Discrit Heating Distribution Events HR News Predictive Maintenance Production Sustainability

Optimising energy consumption – a joint project between Veolia and ConnectPoint

Imagine this situation: you’re still at work, but...

Platforma Smart RDM

Smart RDM platform as a tool that supports corporate responsibility

Data collection and analysis are critical in creating...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

ceramics manufacturers monitoring

Smart RDM – monitoring and much more in the ceramics industry 

The Smart RDM platform is a professional IT...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

New product family – Customer Excellence

There are more than 20 years of experience...

Magdalena Galońska

Magdalena Galońska

Multicultural teams and active listening

Authentic active listening is the foundation of...

Katarzyna Młynarczyk

Katarzyna Młynarczyk

Predictive Maintenance

Predictive Maintenance

Predictive Maintenance – what is it exactly?

Global predictive maintenance market value is expected to...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

Industrial Data Science Starts with Good Quality Data and Physics Knowledge

Quality of data is a crucial factor, on...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

Systemy IT dla usług komunalnych

The Future of Municipal Utilities is Digital. How to optimise utilities step-by-step with data and new technologies

An extensive amount of data from residents’ daily...

Oskar Marszalek

Oskar Marszalek

anomaly detection system

How to build a secure and scalable anomaly detection system? – Part 2

In the first part of the article, I...

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