AI Center is a product that enables you to deploy, consume, manage, and improve machine learning models. This product allows you to choose which ML package you would like to use whether it be a custom-built package, pretrained, or trainable.
In one of our recent projects here at Smartbridge, we utilized Document Understanding using the pretrained, publicly accessible endpoint for the “Invoices” ML package provided by UiPath. This Invoices package extracts relevant data from invoices such as invoice number, invoice date, due date, and total amount. Without any custom training to the package, we were able to completely automate about 30% of our invoice data to be extracted and input into an accounting system. The remaining 70% of invoices required some type of human interaction, such as selecting a missing field that was not extracted by using Validation Station. We then made the decision to utilize AI Center to improve our automation rate by custom training the package to our needs.
For more information about AI Center, check out the UiPath documentation here.