RMA reduction of a mass-production electronic device
In this case, high costs of faulty units that require service at the customer’s site were dramatically reduced.
By connecting testing line data and failures history documentation to Vanti’s platform, a model for scoring each unit's post deployment success was automatically built.
Deployment of the model on the final tester enabled flagging of suspicious units before they leave the manufacturing site.
The suspicious units are transferred to advanced tests as well as internal needs, thus minimizing the failures occurring on the client’s side. This amounts to millions of dollars per year.
Providing you with a fully transparent model, you will be able to identify the driving parameters and configurations affecting your product performance and compare it with specifications at any time.
As a result, you can use it to reduce unnecessary margins that impact other components in your system or increase cost and complexity.