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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

Predictive Maintenance

Predictive Maintenance

8 strategic challenges in manufacturing that you can eliminate by implementing Predictive Maintenance

Predictive Maintenance (PdM) has evolved from a "nice-to-have"...

dr hab. Sebastian Dudzik

dr hab. Sebastian Dudzik

Wiedza wspierana narzędziami AI jako kluczowy czynnik predykcyjnego utrzymania ruchu

Knowledge supported by AI tools as a key factor in predictive maintenance

Smart RDM is a tool designed to support...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

Predictive Maintenance

Predictive Maintenance

Our methodology for implementing Predictive Maintenance

After months of intensive work, we can officially...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

Smart RDM

Improving Event Analysis: The Significance of Splitting Event Frames in Smart RDM

Ensuring the safety and continuity of work is...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

smart RDM

Beyond Data Context: Enhancing Analytics with Smart RDM Platform while Leveraging AVEVA PI System’s Strengths

Data has become a pivotal aspect of business...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

Real-time Data Mining

Releasing the Power of Data: A Step-by-Step Approach with Smart RDM Platform

Data is a valuable resource that can substantially...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

Why is the Smart RDM platform so crucial in concepts of Industry 4.0 and 5.0?

Industry 4.0 and Industry 5.0 are the latest...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

Real-time Data Mining

Smart RDM stands for Real-time Data collection in a production company!

Real-time data mining and analysis have become essential...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

Unlocking the Power of Smart RDM: A brief History and Functionalities Guide

Smart RDM platform is growing with our clients’...

Gabriela Gic-Grusza

Gabriela Gic-Grusza

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