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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    Experiments in Optimizing Tool Life with Amperage Data ...
    Data Science / December 21, 2018
    Key Takeaways: Amperage data provides valuable insights into optimizing tool life in manufacturing. Monitoring energy consumption can help extend tool usage and reduce costs. Experiments show that...

    Detecting CNC Anomalies with Unsupervised Learning (Par...
    Data Science / October 10, 2018
    Key Takeaways: Unsupervised learning techniques can identify anomalies in CNC machine performance. Detecting anomalies early helps reduce downtime and improve operational efficiency. MachineMetrics'...

    Detecting CNC Anomalies with Unsupervised Learning (Par...
    manufacturing / October 10, 2018
    In parts 1 and 2, we discussed the business problem and preprocessing involved with detecting anomalous behavior on machines. In this post, we’ll cover some creative data wrangling and clustering...

    Detecting CNC Anomalies with Unsupervised Learning (Par...
    Data Science / October 05, 2018
    In the last post of this series, we went over why it was important to try and detect anomalous behavior on machines. In this post, we’ll dive right into how we preprocessed and cleaned the data. We...

    Detecting CNC Anomalies with Unsupervised Learning (Par...
    Data Science / October 05, 2018
    In the world of Computer Numerically Controlled (CNC) machining, many operators struggle to keep their machines on schedule and running efficiently. Unanticipated events can plague machine...
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