Amazon Comprehend: The Complete Guide to AWS NLP

Amazon Comprehend extracts insights from unstructured text — sentiment, entities, key phrases, PII, and custom classifications — through simple API calls with no ML expertise required. This guide covers all core APIs, custom classification and entity recognition, PII redaction, toxicity detection, pricing, the April 2026 maintenance mode announcement, and a comparison with Azure AI Language.