Industry 4.0 is the latest industrial revolution, characterized by an uptick in robotics and artificial intelligence (AI) integration. These technologies have significantly improved both security and efficiency in manufacturing, in part due to the detailed data analytics these innovations have made possible.

How Industry 4.0 Uses Data Analytics

Data analytics are collected from several sources, depending on the manufacturer’s technology and operations. Machines and sensors collect data around speed and efficiency while quality control systems identify product defects and flaws in the production pipeline. Data is a big part of what makes Industry 4.0 so revolutionary, lending insights to every step of the manufacturing and logistics process. Here are just a few of the ways data analytics are transforming the manufacturing industry:

  • Predictive Maintenance: With greater data insights available around the machines we use to manufacture parts, it is now much easier to predict when maintenance will be needed rather than waiting for a machine to break down and stall operations.
  • Production Efficiency Predictions: More detailed data makes production timing and output predictions much more reliable.
  • Material Planning: Determining the amount of material required for a build is essential for both giving an accurate estimate and reducing waste from scrap materials.

How American Manufacturing Leverages Data Analytics

At American Manufacturing, data analytics are a natural part of everything we do. Our new ERP (enterprise resource planning) system covers everything from accounting and procurement to project and risk management to provide better transparency and help us identify slowdowns or choke points to enhance efficiency.

ERP systems are the bread and butter of data analytics in Industry 4.0. Using our ERP system at American Manufacturing, we are able to compare our estimates about how long a job will take to specific data on a job-by-job basis. We can even track on an hour-by-hour basis if needed to get an understanding of individual chunks of time spent on a job.

We also use data from our ERP system to identify the average cost of materials in different climates and benchmark where our new machines are compared to their predecessors. This data helped us to run timing tests on our new fiber laser machines and discover the astronomical differences between them and the old way of doing things.

Benefits of Data Analytics for Customers

Data analytics aren’t just for manufacturers. They empower customers too! When ordering parts from a manufacturer, customers can gain better insight into the value of their time and investment through the transparency of data analytics.

More Accurate Timing

Data analytics show the customer what the process will look like from start to finish, giving them a clearer picture of how long it will take for them to ultimately receive their order. For customers who do just-in-time tracking, the greater data analytics available in Industry 4.0 can provide highly accurate timing on when products will leave the door.

Quality Insights

The quality control insights gained from data analytics help manufacturers to turn out better quality products by identifying where quality issues occur and how often. In the past, a missed weld may not have been noticed until the painting and finishing phase of manufacturing. With real-time data available throughout the process nowadays, it’s easier to catch the weak spot and make sure future welds aren’t missed.

Cost Savings

The reduction in labor costs, material waste, quality issues, and other inefficiencies leads directly to cost savings for customers. Furthermore, data analytics can prove these savings with metrics that track these reductions.

Transparency and Efficiency: The Future of Data Analytics

The future is bright for Industry 4.0 and data analytics. As AI, machine learning, and the IoT continue to bring advancements in manufacturing, we expect to see even more in-depth and real-time data available at every step of the process, helping us to improve outcomes for our customers.

If you’re looking for a parts manufacturer that is never idle and always looking for the latest technologies to speed up production and improve your bottom line, contact us at American Manufacturing.