
Intelligent Content Processing for Document Classification (2YC)
Classification of documents having written language (unstructured text) requires huge manual effort.
Recent advances in the field of machine learning (ML) and natural language processing (NLP) allow for very precise and fully automated classification of documents based on their textual content.
The prerequisite for such an automation is the training data containing examples that represent correctly classified documents to allow a machine to use this history data to correctly classify a document.
Key Process Steps Covered
- Create new document (as part of Manage Documents)
- Retrieve auto-classification
- Validate auto-classification
Benefits
- Save costs and increase efficiency
- Replace manual work through automatic document classification
- Reduce human error during increasing volume of documents
Additional Information
- This scope item is excluded from the default activation
This scope item requires manual enablement and provision steps, based on the customer request, since the Machine Learning (ML) service resides on the SAP BTP. If you requested this scope item, see the set-up instructions in the SAP Best Practices Explorer. The functionality of automatic classification relies on the SAP AI Business Services – Document Classification service, which is separately priced.
Where is Intelligent Content Processing for Document Classification(2YC) being used?
This Scope item is used in the following way:
- As a core function of Product Lifecycle Management within R&D/Engineering Scope Item Group