Categorization, Data Extraction and IDP - Artificial Intelligence Zone

Automate document validation and fraud detection in the mortgage underwriting process using AWS AI services: Part 1

AWS Machine Learning Blog

MAY 24, 2023

We provide concrete guidance on addressing this issue with AWS AI and ML services to detect document tampering, identify and categorize patterns for fraudulent scenarios, and integrate with business-defined rules while minimizing human expertise for fraud detection. In the following sections, we discuss the stages of the process in detail.

Automation

Automation Computer Vision Data Extraction IDP

Intelligent Document Processing with AWS AI Services and Amazon Bedrock

ODSC - Open Data Science

OCTOBER 27, 2023

With Intelligent Document Processing (IDP) leveraging artificial intelligence (AI), the task of extracting data from large amounts of documents with differing types and structures becomes efficient and accurate. The following diagram is how we visualize these IDP phases.

IDP

IDP LLM Large Language Models AI

Artificial Intelligence Zone

Automate document validation and fraud detection in the mortgage underwriting process using AWS AI services: Part 1

Intelligent Document Processing with AWS AI Services and Amazon Bedrock

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