Artificial Intelligence
Author: Anjan Biswas
Anjan Biswas is a Senior Solutions Architect with focus on AI/ML, Data Analytics, and enterprise applications. Anjan works with enterprise customers and is passionate about developing, deploying and explaining AI/ML, Data Analytics, and Big Data solutions. Anjan has over 14 years of experience working with global supply chain, manufacturing, and retail organizations and is actively helping customers get started and scale on AWS.
Amazon Textract’s new Layout feature introduces efficiencies in general purpose and generative AI document processing tasks
Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. AnalyzeDocument Layout is a new feature that allows customers to automatically extract layout elements such as paragraphs, titles, subtitles, headers, footers, and more from documents. Layout extends Amazon Textract’s word and line detection by automatically […]
Amazon Comprehend document classifier adds layout support for higher accuracy
The ability to effectively handle and process enormous amounts of documents has become essential for enterprises in the modern world. Due to the continuous influx of information that all enterprises deal with, manually classifying documents is no longer a viable option. Document classification models can automate the procedure and help organizations save time and resources. […]
Introducing one-step classification and entity recognition with Amazon Comprehend for intelligent document processing
“Intelligent document processing (IDP) solutions extract data to support automation of high-volume, repetitive document processing tasks and for analysis and insight. IDP uses natural language technologies and computer vision to extract data from structured and unstructured content, especially from documents, to support automation and augmentation.” – Gartner The goal of Amazon’s intelligent document processing (IDP) […]
Introducing self-service quota management and higher default service quotas for Amazon Textract
Today, we’re excited to announce self-service quota management support for Amazon Textract via the AWS Service Quotas console, and higher default service quotas in select AWS Regions. Customers tell us they need quick turnaround times to process their requests for quota increases and visibility into their service quotas so they may continue to scale their […]
Process mortgage documents with intelligent document processing using Amazon Textract and Amazon Comprehend
Organizations in the lending and mortgage industry process thousands of documents on a daily basis. From a new mortgage application to mortgage refinance, these business processes involve hundreds of documents per application. There is limited automation available today to process and extract information from all the documents, especially due to varying formats and layouts. Due […]
Prevent fake account sign-ups in real time with AI using Amazon Fraud Detector
Implementing an effective fraud prevention system is one of the top priorities for businesses that operate online web or mobile platforms. Businesses report millions of dollars of lost revenue each year due to fraud. Platform abuse and fraud prevention largely remain reactive, and is achieved by studying the profile behavior and transaction history of a […]