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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    How industry 4.0 can work with your current machines
    Industry 4.0 / July 03, 2019
    Industry 4.0 doesn't just mean new machines. It means you can connect this new technology to your existing ones. American Machinist said, "The primary method for achieving I4.0 it is to augment...

    Starting small in the lean manufacturing journey
    Lean Manufacturing / July 03, 2019
    Lean manufacturing has been around for a while. However, many people misunderstand lean and see it as a destination instead of a journey. Plus, it's not always about tackling the biggest problems...

    Manufacturing IoT is Changing The Game
    MachineMetrics / July 02, 2019
    The term Game Changer is defined as “a newly introduced element or factor that changes an existing situation or activity in a significant way”. And while the term is used loosely in many situations...

    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...

    Best Practices in Digital Thread Management
    MachineMetrics / June 26, 2019
    Key Takeaways: Effective digital thread management connects data across the manufacturing lifecycle. Best practices ensure seamless data flow, improving traceability and efficiency. A robust digital...
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