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title: From Legacy Data to Predictive Insight Webinar
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# From Legacy Data to Predictive Insight

TechSource Systems & Optinum Joint Webinar

28 October 2026

3:00 PM GMT+8 | 9:00 GMT+2

 

[Register Here](https://event.techsource-asia.com/from-legacy-data-to-predictive-insight-webinar#register)

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# Overview

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Unplanned failures, unnecessary maintenance and equipment downtime can be costly. Most organisations already capture the data needed for predictive maintenance in their PLCs, SCADA systems, historians and maintenance logs, but that data is rarely put to use.

In this webinar, we'll show how to turn existing and legacy equipment data into predictions your maintenance team can act on, without replacing equipment. We'll cover accessing and preparing the data, building models that track equipment health, and delivering insights into the tools your teams already use.

## Highlights

• Understand the challenges organisations face when getting started with predictive maintenance.  
• Explore how data from existing and legacy equipment can be accessed and brought together.  
• Walk through the steps from data collection to predictive insights and dashboards.  
• See how Sasol, a global South African chemicals and energy company, built a working predictive maintenance application in under 100 hours, with no new sensors.  
• Learn how to take a practical first step towards a predictive maintenance initiative.

## Speaker

 ![](https://media.licdn.com/dms/image/v2/D4D03AQFikuDiVyvDWQ/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1686758737045?e=1793232000&v=beta&t=oC1qaCadoY40sd1sgchiGfJRfBkdkpsBKrwtvQ8TZlo) 

Daniela Ghersevich

Senior Consultant - Engineered Systems

*Optinum*

Daniela Ghersevich is a Senior Consultant at Optinum, the MathWorks authorised reseller in Southern Africa. She is part of the Engineered Systems team, where she supports clients in applying engineering tools and workflows to real-world challenges. Her areas of focus include model-based design, simulation, hardware deployment, engineering workflows and the application of emerging technologies such as AI to engineering. Daniela works with engineers across a range of industries, providing technical consulting, training and support. 

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