Natural Language Processing Service - Amazon Comprehend - AWS

What's Amazon Comprehend

Amazon Comprehend is a natural language processing (NLP) service by AWS that leverages machine learning to extract valuable insights and connections from text. It can analyze documents, emails, social media feeds, and more to identify key phrases, sentiments, and topics, as well as redact sensitive information like Personally Identifiable Information (PII).

Features

Key Phrase Extraction

Identify and extract important phrases from text to uncover the main ideas.

Sentiment Analysis

Determine the sentiment behind the text, whether positive, negative, neutral, or mixed.

Topic Modeling

Group documents by topic for easier navigation and analysis.

Entity Recognition

Recognize and categorize entities such as names, dates, and locations within the text.

PII Redaction

Identify and redact sensitive information to protect privacy.

Use Case

Business and Call Center Analytics

Detect customer sentiment and categorize support requests to improve service.

Product Review Indexing

Enhance search engines by indexing key phrases, entities, and sentiments from reviews.

Legal Briefs Management

Automate insights extraction from legal documents and secure them by redacting PII.

Financial Document Processing

Classify and extract information from financial documents like insurance claims and mortgage packages.

FAQ

How does Amazon Comprehend work?

Amazon Comprehend uses machine learning to analyze text and extract insights, identifying key phrases, sentiments, entities, and more.

Can I customize Amazon Comprehend for my specific needs?

Yes, you can train custom models to classify documents and identify terms specific to your business.

Is machine learning experience required?

No, Amazon Comprehend is designed to be used without prior machine learning experience.

How do I protect my sensitive data?

Amazon Comprehend includes PII redaction to help you identify and redact sensitive information from documents.

How do I get started with Amazon Comprehend?

You can explore the pricing, start with a tutorial, and connect with AWS experts for support. Visit the Amazon Comprehend Pricing page for more details.