Review and Verification of Intelligent Document Processing
In the previous chapter, you understood the requirements for the enrichment process in Intelligent Document Processing (IDP). Often in healthcare industries, there is a requirement to derive medical insights to augment the document processing pipeline. We looked into Amazon Comprehend Medical and its features to derive medical insights for accurate document processing. We will now dive into the detailed post-processing stage of IDP. We will see how the Review and Verification steps can be automated by AWS AI services. We will also discuss the requirement and need to have human review and verification options for sensitive, business-critical, or accurate information processing in IDP. We will navigate through the following sections in this chapter:
- Learning post-processing for a completeness check
- Post-processing sensitive data
- Learning about the document review process with human-in-the-loop
