Amazon Comprehend · Agentic Access
Amazon Comprehend Agentic Access

x-agentic-access generated
Amazon Comprehend exposes 84 API operations that an AI agent could call, of which 84 are state-changing ‘acting’ operations. This is a recommended x-agentic-access execution contract — the scope, audience, consequence tier, short-lived token constraints, and escalation each action should carry before it is handed to an autonomous agent.
By consequence: 75 write and 9 safety-critical.
9 operations are classed safety-critical and should require human-in-the-loop approval at runtime.
Contracts are classified heuristically from the provider’s OpenAPI and refresh on every APIs.io network build; audience is bound per deployment. The model follows Curity’s Access Intelligence (apidays Munich 2026). Browse every provider’s agent contracts at agentic-access.apis.io.
Machine LearningNatural Language ProcessingNLPText Analysis
Operations: 84 Acting: 84 Human-in-the-loop: 9 Method: generated
By consequence

write 75 safety-critical 9
Highest-consequence actions

The physical and safety-critical operations an agent could invoke — the ones that most warrant scoped tokens, tight TTLs, and escalation. Full per-operation contracts are in the source below.
Method	Path	Consequence	Human-in-loop
POST	/#X-Amz-Target=Comprehend_20171127.StopDominantLanguageDetectionJob	safety-critical	required
POST	/#X-Amz-Target=Comprehend_20171127.StopEntitiesDetectionJob	safety-critical	required
POST	/#X-Amz-Target=Comprehend_20171127.StopEventsDetectionJob	safety-critical	required
POST	/#X-Amz-Target=Comprehend_20171127.StopKeyPhrasesDetectionJob	safety-critical	required
POST	/#X-Amz-Target=Comprehend_20171127.StopPiiEntitiesDetectionJob	safety-critical	required
POST	/#X-Amz-Target=Comprehend_20171127.StopSentimentDetectionJob	safety-critical	required
POST	/#X-Amz-Target=Comprehend_20171127.StopTargetedSentimentDetectionJob	safety-critical	required
POST	/#X-Amz-Target=Comprehend_20171127.StopTrainingDocumentClassifier	safety-critical	required
POST	/#X-Amz-Target=Comprehend_20171127.StopTrainingEntityRecognizer	safety-critical	required
Source

Agentic Access

generated: '2026-07-15'
method: generated
source: openapi/amazon-comprehend-openapi.yml
description: Recommended x-agentic-access execution contracts, classified heuristically from
  the OpenAPI. A governance starting point for exposing this API to AI agents — review and bind
  audience per deployment. See research/curity/agentic-governance/.
summary:
  operations: 84
  by_action_class:
    acting: 84
  by_consequence:
    write: 75
    safety-critical: 9
  human_in_the_loop_required: 9
operations:
- path: /#X-Amz-Target=Comprehend_20171127.BatchDetectDominantLanguage
  method: post
  operationId: BatchDetectDominantLanguage
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.BatchDetectEntities
  method: post
  operationId: BatchDetectEntities
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.BatchDetectKeyPhrases
  method: post
  operationId: BatchDetectKeyPhrases
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.BatchDetectSentiment
  method: post
  operationId: BatchDetectSentiment
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.BatchDetectSyntax
  method: post
  operationId: BatchDetectSyntax
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.BatchDetectTargetedSentiment
  method: post
  operationId: BatchDetectTargetedSentiment
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ClassifyDocument
  method: post
  operationId: ClassifyDocument
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ContainsPiiEntities
  method: post
  operationId: ContainsPiiEntities
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.CreateDataset
  method: post
  operationId: CreateDataset
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.CreateDocumentClassifier
  method: post
  operationId: CreateDocumentClassifier
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.CreateEndpoint
  method: post
  operationId: CreateEndpoint
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.CreateEntityRecognizer
  method: post
  operationId: CreateEntityRecognizer
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.CreateFlywheel
  method: post
  operationId: CreateFlywheel
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DeleteDocumentClassifier
  method: post
  operationId: DeleteDocumentClassifier
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DeleteEndpoint
  method: post
  operationId: DeleteEndpoint
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DeleteEntityRecognizer
  method: post
  operationId: DeleteEntityRecognizer
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DeleteFlywheel
  method: post
  operationId: DeleteFlywheel
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DeleteResourcePolicy
  method: post
  operationId: DeleteResourcePolicy
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeDataset
  method: post
  operationId: DescribeDataset
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeDocumentClassificationJob
  method: post
  operationId: DescribeDocumentClassificationJob
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeDocumentClassifier
  method: post
  operationId: DescribeDocumentClassifier
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeDominantLanguageDetectionJob
  method: post
  operationId: DescribeDominantLanguageDetectionJob
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeEndpoint
  method: post
  operationId: DescribeEndpoint
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeEntitiesDetectionJob
  method: post
  operationId: DescribeEntitiesDetectionJob
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeEntityRecognizer
  method: post
  operationId: DescribeEntityRecognizer
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeEventsDetectionJob
  method: post
  operationId: DescribeEventsDetectionJob
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeFlywheel
  method: post
  operationId: DescribeFlywheel
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeFlywheelIteration
  method: post
  operationId: DescribeFlywheelIteration
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeKeyPhrasesDetectionJob
  method: post
  operationId: DescribeKeyPhrasesDetectionJob
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribePiiEntitiesDetectionJob
  method: post
  operationId: DescribePiiEntitiesDetectionJob
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeResourcePolicy
  method: post
  operationId: DescribeResourcePolicy
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeSentimentDetectionJob
  method: post
  operationId: DescribeSentimentDetectionJob
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeTargetedSentimentDetectionJob
  method: post
  operationId: DescribeTargetedSentimentDetectionJob
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DescribeTopicsDetectionJob
  method: post
  operationId: DescribeTopicsDetectionJob
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DetectDominantLanguage
  method: post
  operationId: DetectDominantLanguage
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DetectEntities
  method: post
  operationId: DetectEntities
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DetectKeyPhrases
  method: post
  operationId: DetectKeyPhrases
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DetectPiiEntities
  method: post
  operationId: DetectPiiEntities
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DetectSentiment
  method: post
  operationId: DetectSentiment
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DetectSyntax
  method: post
  operationId: DetectSyntax
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.DetectTargetedSentiment
  method: post
  operationId: DetectTargetedSentiment
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ImportModel
  method: post
  operationId: ImportModel
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListDatasets
  method: post
  operationId: ListDatasets
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListDocumentClassificationJobs
  method: post
  operationId: ListDocumentClassificationJobs
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListDocumentClassifierSummaries
  method: post
  operationId: ListDocumentClassifierSummaries
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListDocumentClassifiers
  method: post
  operationId: ListDocumentClassifiers
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListDominantLanguageDetectionJobs
  method: post
  operationId: ListDominantLanguageDetectionJobs
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListEndpoints
  method: post
  operationId: ListEndpoints
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListEntitiesDetectionJobs
  method: post
  operationId: ListEntitiesDetectionJobs
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListEntityRecognizerSummaries
  method: post
  operationId: ListEntityRecognizerSummaries
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListEntityRecognizers
  method: post
  operationId: ListEntityRecognizers
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListEventsDetectionJobs
  method: post
  operationId: ListEventsDetectionJobs
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
      human-in-the-loop: conditional
      triggers:
      - abnormal
      - high-value
    audit: required
- path: /#X-Amz-Target=Comprehend_20171127.ListFlywheelIterationHistory
  method: post
  operationId: ListFlywheelIterationHistory
  x-agentic-access:
    action-class: acting
    consequence: write
    subject: required
    audience: null
    token:
      max-ttl: 900
    escalation:
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# Full source: https://raw.githubusercontent.com/api-evangelist/amazon-comprehend/refs/heads/main/agentic-access/amazon-comprehend-agentic-access.yml