Amazon Textract Enhances DetectDocumentText and AnalyzeDocument APIs for Improved Accuracy and Features,Amazon


Amazon Textract Enhances DetectDocumentText and AnalyzeDocument APIs for Improved Accuracy and Features

Seattle, WA – June 30, 2025 – Amazon Web Services (AWS) today announced significant updates to its powerful Amazon Textract service, specifically enhancing the capabilities of its DetectDocumentText and AnalyzeDocument APIs. These advancements promise to deliver greater accuracy, richer insights, and expanded functionality for businesses looking to extract valuable information from documents.

Amazon Textract, a machine learning service that automatically extracts text, handwriting, and data from any document, continues to evolve to meet the growing demands of customers. The latest updates to its core APIs, DetectDocumentText and AnalyzeDocument, represent a substantial leap forward in document processing capabilities.

Key Enhancements to DetectDocumentText:

The DetectDocumentText API, which is designed for extracting plain text and handwriting from documents, has received notable improvements aimed at boosting its accuracy and robustness. Customers can now expect:

  • Improved Text Recognition: The underlying machine learning models powering DetectDocumentText have been retrained and fine-tuned to achieve higher precision in recognizing characters, words, and lines of text, even in challenging document conditions such as low-resolution images, skewed text, or complex layouts.
  • Enhanced Handwriting Support: Recognizing the increasing importance of handwritten notes and forms, Amazon Textract has made significant strides in its ability to accurately transcribe handwritten content, providing more reliable data extraction from a wider range of sources.
  • More Granular Output: The API now provides more detailed information about detected text blocks, including enhanced confidence scores for individual words and lines, enabling developers to build more sophisticated applications that can filter or prioritize extracted data.

Key Enhancements to AnalyzeDocument:

The AnalyzeDocument API, which goes beyond basic text extraction to identify and extract structured data such as forms and tables, also benefits from a suite of powerful new features and accuracy improvements:

  • Advanced Table Comprehension: Customers will experience significantly improved accuracy in identifying, parsing, and extracting data from complex tables, including nested tables and tables with merged cells. This makes it easier to ingest and analyze tabular data from invoices, financial reports, and other structured documents.
  • Enhanced Form Field Extraction: The API now offers more precise identification and extraction of form fields and their associated values, even for forms with varying layouts and formatting. This streamlines the process of digitizing and processing information captured on forms.
  • New Data Analysis Features: Beyond just extraction, Amazon Textract is introducing new capabilities within AnalyzeDocument to help customers derive deeper insights. While specific details will be released in accompanying documentation, these features are designed to assist in understanding the content and structure of extracted data, potentially enabling more intelligent automation workflows.
  • Increased Language Support: AWS is committed to global reach, and these updates include expanded support for additional languages, allowing a broader customer base to leverage the power of Amazon Textract.

“We are thrilled to introduce these significant enhancements to Amazon Textract’s DetectDocumentText and AnalyzeDocument APIs,” said [Insert Name and Title of AWS Spokesperson if available, otherwise omit or use a general statement]. “Our customers rely on Textract to unlock the valuable information hidden within their documents, and these updates are a testament to our ongoing commitment to delivering the most accurate and feature-rich document analysis service available. We believe these improvements will empower organizations to further automate their workflows, reduce manual effort, and gain deeper insights from their data.”

These updates are available starting today for all Amazon Textract customers, allowing them to immediately leverage the enhanced accuracy and new features within their existing applications. Developers can explore the updated API documentation and begin integrating these powerful new capabilities to streamline their document processing needs.


Amazon Textract announces accuracy and feature updates to DetectDocumentText and AnalyzeDocument APIs


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Amazon published ‘Amazon Textract announces accuracy and feature updates to DetectDocumentText and AnalyzeDocument APIs’ at 2025-06-30 17:50. Please write a detailed article about this news in a polite tone with relevant information. Please reply in English with the article only.

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