Case Study

Oftentimes, manufacturers can experience up to a 10% defect rate-- which they are then faced with manually re-working. We can build an AI and Machine Learning solution to automate the re-work process and save you millions of dollars.


Undertake a machine-learning informed approach to defect management.  Develop machine learning based solutions within the automotive parts manufacturing environment.


An automotive supplier has metal defects that are currently being re-worked manually by up to 60 people on different shifts.  These defects need to be sanded and/or filed by hand depending on their complexity.  This causes delays and increases ongoing costs.


  • Identify defects faster with an innovative AI solution
  • Reduce costs related to the treatment of defects
  • Reduce delays in getting the product to the customer
  • Speed up the time the product takes to be produced.