Amazon Web Services (AWS) has announced new features in Amazon SageMaker Canvas, a visual, point-and-click service that allows business analysts to use a variety of ready-to-use models or create custom models to generate accurate machine learning (ML) predictions. These ready-to-use models include sentiment analysis, language detection, entity extraction, personal information detection, object and text detection in images, expense analysis for invoices and receipts, identity document analysis, and more generalized document and form analysis. With SageMaker Canvas, business analysts can quickly generate insights from thousands of documents, images, and lines of text in minutes without requiring ML experience or writing a line of code.