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Use Amazon Textract with AI Agents

amazon.com

A document data extraction service that helps businesses automate the capture and analysis of text, forms, and tables from scanned documents.

Document AutomationAPI Key

Amazon Textract is a machine learning-powered service that automatically extracts printed text, handwriting, and structured data such as forms and tables from virtually any document. It enables businesses to digitize and organize information from diverse document types including invoices, contracts, medical records, and tax forms, significantly reducing manual data entry and review. Textract offers customizable query capabilities to extract business-specific information with high accuracy, improving downstream processing and decision-making. The service supports secure, scalable document processing with compliance and data privacy standards, allowing businesses to adapt quickly to changing workloads. By automating data extraction, companies can drive operational efficiency, accelerate workflows, and reduce costs associated with manual document handling.

AI Agent use cases for Amazon Textract

AI agents can use Amazon Textract to autonomously process batches of documents, extracting and validating key information such as invoice totals, customer names, and contract terms. Agents can dynamically route documents to the appropriate Textract analysis operation based on content, and automatically update business systems with extracted data. By leveraging Textract's confidence scores and layout understanding, AI agents can also flag low-confidence results for human review, ensuring high-quality automation and reducing manual oversight.

Agent Actions with Amazon Textract

These are the specific actions that AI agents can perform with this tool

Analyze Document

This function analyzes a document to detect text, key-value pairs, tables, and other elements using AWS Textract.

5 inputs

Analyze Expenses

Analyze expenses on a document to extract financial information such as items purchased and their prices.

1 input

Analyze Identity Documents

Analyze identity documents and extract relevant information using Amazon Textract.

1 input

Start Document Analysis

Start the analysis of a document for detecting relationships such as key-value pairs, tables, and selection elements.

9 inputs

Start Document Text Detection

Start asynchronous text detection in a document stored in an Amazon S3 bucket using AWS Textract.

6 inputs