A Vantage skill offers a no-code design approach for citizen developers to label, create business rules, and train document models for all types of documents - structured, semi-structured, and unstructured - without having to be a machine learning expert. Vantage comes with several pre-trained skills built by ABBYY including invoices, purchase orders, and receipts, and users can create their own skills based on their documents.
All skills can be accessed from the ABBYY Marketplace.
The following describes the different skills in Vantage.
- Core skills – out-the-box core skills include document vision (OCR), classification, and extraction which are the foundation for all your document processing needs.
- Framework skill – A framework skill provides the starting point of a document skill where the fields of a specific document type are labeled, business rules have been configured, and the document model trained. A Framework Skill may require additional training based on the customer’s data set to achieve good quality accuracy. ABBYY is developing several skills of this type that will be made available in the ABBYY Marketplace at time of general release. Some examples include 1099-DIV, 1098 - Mortgage Interest Statement, lease agreement, loan application, w-8 form, and more.
- Production skill – Production skills provide a quick path to production, having been trained on a large document set with the option to be further trained on the customer’s documents. ABBYY continues to develop and release new production skills for common document use cases like invoices, purchase orders, receipts, bill of lading, W2, 1040 tax form, bank statements, utility bills, and more.
- Process skill – Combines Classification and Document Skills with business logic to create multi-step business process flows and address more complex business requirements.
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