MachineMetrics Blog

Virtual Part Counter: Reliable Data Even When Your Machines...

Reliable part counts are the backbone of good decision-making on the shop floor. Yet for many manufacturers, getting that number right is anything but easy. Some machines have unreliable or
MachineMetrics / Jul 16, 2025

Enterprise Widgets Deliver Real-Time Visibility Across...

For manufacturers operating multiple plants, getting real-time, apples-to-apples visibility is a major challenge. Each site often runs different systems, measures performance with different KPIs, or
MachineMetrics / Jul 02, 2025

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
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    How to Reduce CNC Setups to Improve Uptime
    MachineMetrics / November 17, 2022
    Manufacturing companies always focus on downtime to improve processes and increase efficiency in a facility. There are many different categories of downtime, including downtime from jams, breakdowns,...

    IoT in CNC Machining: Automating Data Collection and In...
    IIOT / October 13, 2022
    Trends indicate that the CNC market could be as large as $140.7 billion by 2029, up from $86.83 billion in 2022. This number represents a 61% expected increase in the next seven years. Driven by new...

    How to Measure and Optimize Machine Productivity
    MachineMetrics / October 06, 2022
    Getting your machines to do more is the name of the game. Even in high-tolerance industries, it’s pivotal for equipment to deliver parts that meet production standards and output on a consistent...

    Top Causes of Machine Failure and How to Prevent Them
    MachineMetrics / January 14, 2021
    Key Takeaways: Machine failure can lead to costly downtime and production delays, affecting overall efficiency. Predictive maintenance and real-time monitoring are effective strategies for reducing...

    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...
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