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
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 -
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
For most manufacturers, labor tracking still feels like a disconnected process. Time clocks sit in one system, job data lives in another, and payroll has to piece it all together later. This creates
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,...
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...
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...
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...
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...