Comprehend — Natural Language Processing

How Comprehend really works in 2026: the built-in APIs and their limits, PII detection and redaction, custom classifiers and entity recognizers with endpoints sized in inference units, asynchronous jobs over S3, billing in 100-character units with a 3-unit minimum, which features are closed to new accounts, and when a Bedrock model replaces it.

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