Executive Snapshot Tariff policy has shifted sharply in the past 18 months, squeezing margins for U.S. discrete-manufacturing plants. Metal duties remain in force, a new 25% levy on imported vehicles
Did you know that MachineMetrics provides real-time visibility into tool life across your entire shop floor? MachineMetrics Tool Life Monitoring delivers real-time visibility into tool life and
Despite significant investments in ERP systems, many manufacturers still struggle to manage their operations effectively. The root of the problem? A lack of accurate, real-time data from the
Customer Profile Industry: Automotive Operations: High-volume precision machining for major automotive OEMs Products: Complex machined components used in steering, driveline, and suspension systems
The power of data brought to life by the rise of the Industrial Internet of Things (IIoT) and the Fourth Industrial Revolution (Industry 4.0) technologies is undisputed. For manufacturing, it’s no...
Key Takeaways: Accurate data interpretation is crucial for making informed decisions in manufacturing, but biases and assumptions can distort insights. Data-driven decision-making requires reliable...
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...