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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

Summary

In this chapter, we discussed the IDP pipeline, and how this can apply to the mortgage application processing use case in the financial industry. We discussed mortgage processing in detail, and also showed how legacy manual document processing is challenging the document processing. We can leverage AWS AI services to automate these document processing use cases.

We then dove deep into the mortgage application processing use case. We also discussed how to automate the extraction and enrichment process of mortgage application processing for loan documents and their supporting documents with AWS AI services. We also showed how we can define business rules and check the validity of our loan application. Finally, we dove deep into the implementation details with AWS IDP services to automate loan application processing for mortgages.

Moreover, we showed you additional use cases such as KYC standards in the financial industry, where we deal with documents. AWS AI services can...

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