Amazon Comprehend (IAM)

aws ml

Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to extract insights and relationships from text.

Common permissions

comprehend:ListEndpointscomprehend:DescribeEndpointcomprehend:ListTopicsDetectionJobscomprehend:DescribeTopicsDetectionJob

Least-privilege example

{
  "Version": "2012-10-17",
  "Statement": [
    {
      "Effect": "Allow",
      "Action": [
        "comprehend:ListEndpoints",
        "comprehend:DescribeEndpoint",
        "comprehend:ListTopicsDetectionJobs",
        "comprehend:DescribeTopicsDetectionJob"
      ],
      "Resource": "*"
    }
  ]
}

Warnings

Avoid comprehend:* — grants full control including delete and modify of endpoints, flywheels, and models
Avoid comprehend:DeleteEndpoint and comprehend:DeleteFlywheel unless explicitly needed for cleanup

Resources

AWS referenceservicereference.us-east-1.amazonaws.com/v1/comprehend/comprehend.json ↗

API

full doc /v1/iam/comprehend