The summer vacation was great, but it is also exciting to be back and kick off the first blog entry after the break...
In the first part of the Document Understanding (DU), I have mainly focused on the "Rule Based" approach and also promised to go into details with the "Document Understanding Framework".
Let's start with it !
DU framework makes it simpler to structure the DU flow that you build in Studio. You can get more details about it here under the "Framework Components".
The first one is about the "Validation of the Classification" as you can help the robot do the classification via "Classification Station" if you get an escalation/task about it through Action Center.
Assume that you want to process three different documents in your workflow:
- Purchase Orders
Within the ML context, there is also one important component that is not part of the framework above, called "Data Manager". This is where you pre-train a DU related ML model. You can read more about it on this link.
Hopefully this gives you an idea on how you can build a DU solution by using automation. Feel free to add comments or questions below this entry.
In the next blog post, we will deep dive on how to create an ML model and how to train it.
Until next time, have great and healthy days !