MachineMetrics Blog

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

Clock In/Clock Out Brings Labor and Production Together

For most manufacturers, labor tracking still feels like a disconnected process. Time clocks sit in one system, job data lives in another, and payroll has to piece it all together later. This creates
MachineMetrics / Jun 11, 2025

Make Gains Stick with the Continuous Improvement Tracker

You ran the kaizen event. You saw the improvement. But two months later… is anything actually different? It’s a challenge every CI leader faces. Gains made during Lean or Six Sigma initiatives often
MachineMetrics / Jun 05, 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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