Data-Driven Manufacturing

Basics

Get with the Program(ming): 10 Articles to Help You Transform Your Data

Collecting data but not sure how to use it? You’re not alone. See how smart shops are turning raw machine data into real results—better decisions, smoother operations, and measurable ROI. 

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Siemens Digitization Portfolio Facilitates Seamless Software Integration

Eastec 2025: The Machinum CNC digitalization software portfolio is designed to make digital transformation more efficient, faster and scalable in both manufacturing and design.

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ECI Software Solutions ERP Systems Streamline Production Workflows

Eastec 2025: ECI MES enables manufacturers to digitize their shop floor with support for over 140 PLC/IO devices, providing real-time visibility into machine performance. Additionally, ECI APS extends MES capabilities by providing flexible scheduling for both short- and long-term production needs.

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The Shift Toward Smarter Shops: Real-World Stories of Data-Driven Manufacturing

Data-driven manufacturing is no longer theoretical. In this special issue of ¸ßÅâÂÊÁùºÏ²Ê, we present five stories of how digital tools — including AI co-pilots, predictive analytics, and real-time feedback — optimize operations and reduce downtime.

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Enhancing the Shop Floor with AI

How can AI and digital twins use data gathered on the shop floor? Learn how these digital tools can improve efficiency through programming, maintenance, sustainability and more.

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Digital Twin Provides Real-Time Feedback on Part Quality

By gathering data directly from the sensors of the CNC machine, the digital twin offered by Gemineering can identify whether a part is in tolerance and even identify the moment in the toolpath when a part fails to achieve tolerance.

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Die/Mold

Digital Twins Hand Moldmaker a Programming Edge

How can digital twins help solve a labor shortage? This tool and die shop uses digital twin technology to reverse engineer molds for glass bottles, making the process both faster and more reliable.

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CAD/CAM

Blueprints to Chips: CAD/CAM Tips and Tricks

This collection of articles delves into the latest CAD/CAM innovations, from AI-driven automation and optimized tool paths to the impact of digital twins and system requirements.

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Taking Machine Monitoring from Data to Action

What will define the next stage of machine monitoring software? MachineMetrics’ Rutherford Wilson believes the answer will look something like a manufacturing execution system.

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CAD/CAM

Turning the Corner on Virtual Machining and Simulation

Simulation software’s effectiveness comes down to proper implementation and alignment with shop priorities. 

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