AI / Document Analysis
Amazon Textract
Extract text and data from scanned documents using AI-powered OCR
Overview
Uses AI to extract text, forms, tables, and handwriting from documents
Integrates with other AWS services for scalable document processing
Supports a wide range of document types including PDFs, images, and scanned files
Pricing
$0/month
Category
AI / Document Analysis
Company
Amazon Web Services
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Key Features
01
Automatically detects and extracts printed text and handwriting from documents.
02
Identifies key-value pairs in forms to capture structured data accurately.
03
Detects and extracts data from tables, preserving the table structure.
04
Seamlessly integrates with AWS Lambda, S3, and other AWS services for automated workflows.
05
Supports extraction of handwritten text in addition to printed text.
06
Offers encryption at rest and in transit, with compliance to industry standards.
Real-World Use Cases
Invoice Processing Automation
A company receives thousands of invoices monthly and wants to automate data entry.
Healthcare Records Digitization
A healthcare provider needs to digitize patient forms and handwritten notes for easier access.
Legal Document Review
A law firm processes large volumes of contracts and agreements requiring data extraction.
Mortgage Application Processing
A bank wants to automate extraction of data from mortgage application forms and supporting documents.
Quick Start
1
Create an AWS Account
Sign up for an AWS account if you don’t have one at https://aws.amazon.com.
2
Set Up IAM Permissions
Configure IAM roles and permissions to allow Textract access to your documents stored in S3.
3
Upload Documents to Amazon S3
Store your scanned documents or images in an S3 bucket for Textract to process.
4
Call Textract API
Use AWS SDKs or AWS CLI to call Textract APIs for synchronous or asynchronous document analysis.
5
Process and Use Extracted Data
Retrieve the extracted text and data, then integrate it into your applications or workflows.
Frequently Asked Questions
What types of documents can Amazon Textract process?
Amazon Textract can process a variety of documents including scanned PDFs, images (JPEG, PNG), forms, tables, and handwritten notes. It is optimized for printed text but also supports handwriting recognition.
How does Amazon Textract differ from traditional OCR?
Unlike traditional OCR that only extracts raw text, Textract uses machine learning to understand the context of documents, extracting structured data such as forms and tables, preserving relationships between data elements.
Is Amazon Textract secure for sensitive documents?
Yes, Textract encrypts data both at rest and in transit. It integrates with AWS security services and complies with industry standards such as HIPAA and PCI DSS, making it suitable for sensitive data processing.
How is Amazon Textract priced?
Textract uses a pay-as-you-go pricing model with a free tier allowing 1,000 pages per month. Charges apply based on the number of pages processed and the types of extraction performed, such as text, forms, or tables.