MachineMetrics Blog

Q1 2026: What We Shipped, What We Proved, and What's Coming

Q1 was a proof-of-concept quarter. Not just for the features we shipped, but for the kind of platform MachineMetrics is becoming. We released meaningful updates across scheduling, configuration, and
MachineMetrics / Apr 06, 2026

What Happens When Manufacturers Build Their Own MES...

Five discrete manufacturers. Five real problems. Five working solutions built on live production data in 48 hours. Every manufacturer we talk to has the same frustration buried somewhere in the
MachineMetrics / Mar 20, 2026

We Went to ProveIt! to Challenge a Popular Belief. Here's...

There's a take that's been gaining a lot of traction in manufacturing right now: that there's no such thing as an out-of-the-box MES. That every factory is so unique, you have to stitch together a
MachineMetrics / Mar 17, 2026

New Feature Focus: AI Summaries for your Daily Production...

Meet Your New Morning Teammate: AI Summary for the Daily Production Dashboard! Every day, production leaders across the shop floor start their morning the same way: open the Daily Production
MachineMetrics / Dec 17, 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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