MachineMetrics Blog

Virtual Part Counter: Reliable Data Even When Your Machines...

Reliable part counts are the backbone of good decision-making on the shop floor. Yet for many manufacturers, getting that number right is anything but easy. Some machines have unreliable or
MachineMetrics / Jul 16, 2025

Enterprise Widgets Deliver Real-Time Visibility Across...

For manufacturers operating multiple plants, getting real-time, apples-to-apples visibility is a major challenge. Each site often runs different systems, measures performance with different KPIs, or
MachineMetrics / Jul 02, 2025

MachineMetrics App Framework: Custom Insights without the...

Legacy MES systems and basic monitoring tools are often rigid and slow to adapt. While they claim to offer broad functionality, they’re rarely configured to reflect the nuances of your operations -
MachineMetrics / Jun 25, 2025

Real-Time Visibility with the Production Order Dashboard

There’s no shortage of data on the modern shop floor. The problem is getting the right information to the right people - with the right context to make a difference. Supervisors walk the floor to
MachineMetrics / Jun 19, 2025
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    The Impact of COVID-19 on Manufacturing - From Shutdown...
    MachineMetrics / May 21, 2020
    A Bird's Eye View As we round out Week 12 of quarantine, many of us are wondering — when will this be over? It’s looking more and more like the effects of coronavirus are here with us to stay, until...

    The Inaugural MachineMetrics 8-Track 🎶
    Data Science / April 27, 2020
    Key Takeaways: The MachineMetrics 8-Track initiative focuses on sharing insights and success stories from manufacturers leveraging IIoT. It highlights real-world applications of machine data to...

    Unlocking the power of high-frequency control data
    Data Science / January 21, 2020
    An excerpt from Chopin’s Ballade №4 in F minor, Op. 52. Source: Burak Konakoglu Why High-Frequency Data? Imagine you’re trying to learn a new tune on the piano, but the sheet music only has one note...

    Automated classification of CNC Machine Downtime Events...
    Data Science / June 27, 2019
    Introduction As with any complex mechanical device put to intense day-to-day use, CNC machines experience repeated downtime and require various forms of upkeep and human intervention to keep them...

    Tracking Economic Indicators with MachineMetrics Data
    Data Science / March 25, 2019
    Key Takeaways: MachineMetrics uses real-time machine data to track economic indicators, offering manufacturers insights into production trends. Data-driven insights help manufacturers adapt to...
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