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An Ecosystem of Quality

August 21, 2025

The Electrical Wiring Processing Technology Expo, held last May, showed how fast the Wire Harness industry is changing and growing. The Baird Center in Milwaukee was full of industry veterans, ready to connect, learn, and talk about new trends and technologies. One highlight was Mike Nagle’s talk, where he shared insights on the changes in quality systems over time.

MIke Nagle stands at a podium
OES Technologies Mike Nagle speaking at the Electrical Wiring Processing Technology Expo Conference in Milwaukee, May 2025

How Did It All Begin?

“When I first got into the industry, the production staff were building wire harnesses by hand and quality management meant manual inspection of each cable and crimp. The main problem at this time was that all the failures in the cable were found after the cables had been added to the car and a failure meant shutting down the assembly line and removing car parts like seats, and dashes so that you could get to the wire harnesses,” Nagle explained. “They were very costly and labor-intensive to remove and repair. Because of this, the car manufacturers wanted everything tested before assembly into the car.”

To improve product quality, faults began to be found earlier in the building process—sometimes at the very start, when parts only cost pennies. As the Wire Harness Industry grew, spreading to Mexico, North Africa, and Asia, quality control devices became essential. The industry worked hard to bring together different devices into one system to produce better products, reduce waste, and boost both revenue and customer satisfaction.

This led to four big trends:

  • Automation in wire harness assembly
  • Global standards for product quality
  • Making wires thinner to handle higher copper prices and reduce copper in vehicles
  • Making some wires thicker to lower resistance and vehicle weight, which helps electric car batteries last longer

“The quality management systems allowed us to verify every part needed to make the wire harness before the parts were produced,” said Nagle. “This allowed for traceability – the ability to track materials, parts and finished products through all stages of production – and prevented incorrectly manufactured parts from making it to the next step in the process.”

Today’s systems use several devices that work together with software to check different aspects of wire harnesses: conductor quality, crimp force quality, and circuit quality. Devices make sure the cable is well-cut and stripped. Crimp monitors check for missing or broken strands and insulation problems. Circuit analyzers test the whole harness with voltage before it goes into the car. Vision systems, now in use, look at wire quality before and after crimping.

Some advanced tools, like ScanVision, use AI to spot and record defects, marking each one as “pass” or “fail”. Checks before crimping include strip length, removal of insulation, and conductor area. After crimping, inspections cover seal position, terminal condition, straightness, finish, and color.

Modern Quality Control

Today’s systems use several devices that work together with software to check different aspects of wire harnesses: conductor quality, crimp force quality, and circuit quality. Devices make sure the cable is well-cut and stripped. Crimp monitors check for missing or broken strands and insulation problems. Circuit analyzers test the whole harness with voltage before it goes into the car. Vision systems, now in use, look at wire quality before and after crimping.

Some advanced tools, like ScanVision, use AI to spot and record defects, marking each one as “pass” or “fail”. Checks before crimping include strip length, removal of insulation, and conductor area. After crimping, inspections cover seal position, terminal condition, straightness, finish, and color.

MES (Manufacturing Execution System), ERP, SCADA, and cloud systems help make the process smoother. They allow for tracking everything in the plant, no matter which devices or machines are used. With these systems, manufacturers can control the entire process and record every action related to wire processing.

Key benefits include:

  • Less time spent setting up and switching machines.
  • Better management of events on the plant floor.
  • Complete traceability of production and productivity.
  • Improved efficiency, data accuracy, and operational control.
MES (Manufacturing Execution System) is mounted to a black board for display
MES (Manufacturing Execution System) is one system used to track all plant processes for quality control.

The Future of Quality Management

Looking ahead, quality management is set to get even better as new technologies like AI become more common. These tools make processes faster and more accurate. Nagle said AI directly improves press machines and makes quality systems more valuable. Now, the industry aims for full traceability in every batch that gets made.

“In the past, this traceability was limited to pass/fail, and in some cases simple data such as peak force. However, the market is demanding more,” Nagle asserted. “Now, more than ever, crimp monitors and vision systems are playing a much larger role in real-time quality management, specifically in the amount and quality of data available for traceability.”