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Amazon Textract is a service that automatically extracts text and data from scanned documents. Amazon Textract goes beyond simple optical character recognition (OCR) to also identify the contents of fields in forms and information stored in tables.
Many companies today extract data from documents and forms through manual data entry that’s slow and expensive or through simple optical character recognition (OCR) software that requires manual customization or configuration. Rules and workflows for each document and form often need to be hard-coded and updated with each change to the form or when dealing with multiple forms. If the form deviates from the rules, the output is often scrambled and unusable.
Amazon Textract overcomes these challenges by using machine learning to instantly “read” virtually any type of document to accurately extract text and data without the need for any manual effort or custom code. With Textract you can quickly automate document workflows, enabling you to process millions of document pages in hours. Once the information is captured, you can take action on it within your business applications to initiate next steps for a loan application or medical claims processing. Additionally, you can create smart search indexes, build automated approval workflows, and better maintain compliance with document archival rules by flagging data that may require redaction.
UiPath Document Understanding is employed across industries for extracting data from documents like invoices and legal papers, automating processes, reducing manual input, and enhancing accuracy. It manages both structured and unstructured data with OCR and machine learning capabilities.
UiPath Document Understanding enhances data extraction by supporting numerous document formats and languages. Its capabilities range from processing invoices in finance to handling medical documents in healthcare. By integrating with systems such as SAP, it streamlines document classification and validation. The incorporation of OCR and machine learning allows for high accuracy, even with scanned and handwritten documents, while also enabling automation of tasks that formerly required significant manual intervention.
What are the key features of UiPath Document Understanding?Across industries, companies use UiPath Document Understanding for automating document processing tasks. In finance, it handles invoice processing, while in healthcare it manages medical record extraction. In manufacturing, it streamlines document workflows, and in HR, it facilitates the handling of internal documents. Despite its advantages, users report challenges with handwriting accuracy, template diversity, and integration complexity. Enhancements in AI and OCR are desired to improve scanning and extraction from diverse languages and formats.
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