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Intelligent Document Processing with AWS AI/ML

You're reading from   Intelligent Document Processing with AWS AI/ML A comprehensive guide to building IDP pipelines with applications across industries

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Product type Paperback
Published in Oct 2022
Publisher Packt
ISBN-13 9781801810562
Length 246 pages
Edition 1st Edition
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Author (1):
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Sonali Sahu Sonali Sahu
Author Profile Icon Sonali Sahu
Sonali Sahu
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Table of Contents (16) Chapters Close

Preface 1. Part 1: Accurate Extraction of Documents and Categorization
2. Chapter 1: Intelligent Document Processing with AWS AI and ML FREE CHAPTER 3. Chapter 2: Document Capture and Categorization 4. Chapter 3: Accurate Document Extraction with Amazon Textract 5. Chapter 4: Accurate Extraction with Amazon Comprehend 6. Part 2: Enrichment of Data and Post-Processing of Data
7. Chapter 5: Document Enrichment in Intelligent Document Processing 8. Chapter 6: Review and Verification of Intelligent Document Processing 9. Chapter 7: Accurate Extraction, and Health Insights with Amazon HealthLake 10. Part 3: Intelligent Document Processing in Industry Use Cases
11. Chapter 8: IDP Healthcare Industry Use Cases 12. Chapter 9: Intelligent Document Processing – Insurance Industry 13. Chapter 10: Intelligent Document Processing – Mortgage Processing 14. Index 15. Other Books You May Enjoy

Automating mortgage processing data capture and data categorization with IDP

Before diving deep, let’s first understand how mortgage companies and mortgage loan application processing work.

Anyone that has bought a house has most likely gone through the mortgage process. It is the time between applying for a home loan and closing the process. During the process, the lender verifies and confirms the buyer’s credit record, and checks for the accuracy and completeness of records before approving the loan. Mortgage processing consists of multiple stages, such as the collection of all documents, loan application processing, underwriting, and closing. During the process, a loan processor or underwriter assembles all the required documents, then administers and processes the loan application paperwork. The mortgage processor, or loan processor, collects all the required documents and guides the buyer in finalizing all the paperwork. The steps can be quite complex, but the...

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