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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    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...

    Job growth in manufacturing from automation
    Manufacturing News / June 19, 2019
    The manufacturing industry showed a lot of job growth in May 2019! Advanced Manufacturing reported, "Manufacturing added 3,000 jobs in May, with transportation equipment leading the way. Durable...

    The Time is Now for the Smart Factory
    MachineMetrics / June 17, 2019
    Key Takeaways: Smart factories leverage IoT, AI, and machine learning to drive operational efficiency and flexibility in manufacturing. Implementing smart factory technology enables real-time...

    The key to lean manufacturing
    Lean Manufacturing / June 14, 2019
    What is the key to lean manufacturing? Understanding the Kaizen. Manufacturing Automation said, "Lean manufacturing aims to eliminate waste and Kaizen focuses on creating an environment and culture...
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