Amazon Textract

AWS's AI document extraction API that automatically reads text, tables, and forms from any document.

Listed Needs re-verification

Data Prep $ Small business Mid-market Enterprise Financial Services Healthcare

What it does

Amazon Textract is an AI-native document understanding API that goes beyond basic OCR to automatically extract structured text, tables, forms, key-value pairs, and signatures from any document - PDFs, images, scanned documents, and handwritten forms. Unlike template-based extraction tools, Textract uses machine learning to understand document structure without pre-configuration, making it work across diverse document formats. Queries API allows developers to ask specific questions about document content (e.g., 'What is the invoice amount?') and receive extracted values. Textract is the underlying extraction layer that powers document automation workflows for invoice processing, loan application handling, medical record digitization, and identity verification.

Strengths

Mid-market companies use Textract as the extraction layer in AP automation and document management workflows - processing hundreds of varied document formats with consistent accuracy.
Large enterprises use Textract at scale for high-volume document processing - loan applications, insurance claims, medical records, and identity documents processed in parallel with extracted data flowing into downstream systems.
Development teams use Textract to automate document processing workflows - extracting invoice data, form responses, and contract terms from documents without building custom extraction models.

Watch-outs

Developer integration required: Textract is an API — using it requires software development to integrate into workflows, format API calls, and parse responses. Non-technical teams cannot use Textract directly without a developer-built application.
Cost scales with document volume: Textract pricing is per page processed — high-volume document processing operations at enterprise scale can generate significant monthly costs that require optimization.
Complex tables and multi-page forms need tuning: While Textract handles most documents well, highly complex multi-page tables and non-standard form layouts may require post-processing logic to achieve acceptable accuracy.

Pricing

Free tier: 1,000 pages/month for first 3 months. After free tier: approximately $0.0015 per page for text detection, $0.015 per page for forms and tables analysis. Queries API at $0.01 per query. Volume discounts available.