Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. Starting today, customers have the option to analyze a collection of documents stored in an Amazon S3 bucket using the new asynchronous job service. This is in addition to the single and multiple document synchronous calls to the REST API already available, giving you a variety of options that best fit your applications’ needs.