Amazon Lookout for Vision · Agentic Access

Amazon Lookout for Vision Agentic Access

x-agentic-access generated

Amazon Lookout for Vision exposes 22 API operations that an AI agent could call, of which 13 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: 9 read, 12 write, and 1 safety-critical.

1 operation 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.

Computer VisionMachine LearningManufacturingQuality InspectionAnomaly Detection
Operations: 22 Acting: 13 Human-in-the-loop: 1 Method: generated

By consequence

read 9 write 12 safety-critical 1

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.

MethodPathConsequenceHuman-in-loop
POST /2020-11-20/projects/{projectName}/models/{modelVersion}/stop safety-critical required

Source

Agentic Access

Raw ↑ 
generated: '2026-07-15'
method: generated
source: openapi/amazon-lookout-for-vision-openapi-original.yaml
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: 22
  by_action_class:
    acting: 13
    connected: 9
  by_consequence:
    write: 12
    read: 9
    safety-critical: 1
  human_in_the_loop_required: 1
operations:
- path: /2020-11-20/projects/{projectName}/datasets
  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: /2020-11-20/projects/{projectName}/models
  method: post
  operationId: CreateModel
  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: /2020-11-20/projects/{projectName}/models
  method: get
  operationId: ListModels
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /2020-11-20/projects
  method: post
  operationId: CreateProject
  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: /2020-11-20/projects
  method: get
  operationId: ListProjects
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /2020-11-20/projects/{projectName}/datasets/{datasetType}
  method: delete
  operationId: DeleteDataset
  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: /2020-11-20/projects/{projectName}/datasets/{datasetType}
  method: get
  operationId: DescribeDataset
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /2020-11-20/projects/{projectName}/models/{modelVersion}
  method: delete
  operationId: DeleteModel
  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: /2020-11-20/projects/{projectName}/models/{modelVersion}
  method: get
  operationId: DescribeModel
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /2020-11-20/projects/{projectName}
  method: delete
  operationId: DeleteProject
  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: /2020-11-20/projects/{projectName}
  method: get
  operationId: DescribeProject
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /2020-11-20/projects/{projectName}/modelpackagingjobs/{jobName}
  method: get
  operationId: DescribeModelPackagingJob
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /2020-11-20/projects/{projectName}/models/{modelVersion}/detect#Content-Type
  method: post
  operationId: DetectAnomalies
  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: /2020-11-20/projects/{projectName}/datasets/{datasetType}/entries
  method: get
  operationId: ListDatasetEntries
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /2020-11-20/projects/{projectName}/datasets/{datasetType}/entries
  method: patch
  operationId: UpdateDatasetEntries
  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: /2020-11-20/projects/{projectName}/modelpackagingjobs
  method: get
  operationId: ListModelPackagingJobs
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /2020-11-20/projects/{projectName}/modelpackagingjobs
  method: post
  operationId: StartModelPackagingJob
  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: /2020-11-20/tags/{resourceArn}
  method: get
  operationId: ListTagsForResource
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /2020-11-20/tags/{resourceArn}
  method: post
  operationId: TagResource
  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: /2020-11-20/projects/{projectName}/models/{modelVersion}/start
  method: post
  operationId: StartModel
  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: /2020-11-20/projects/{projectName}/models/{modelVersion}/stop
  method: post
  operationId: StopModel
  x-agentic-access:
    action-class: acting
    consequence: safety-critical
    subject: required
    audience: null
    token:
      max-ttl: 120
      exchange: true
      purpose-required: true
      proof-of-possession: true
    escalation:
      human-in-the-loop: required
    audit: required
- path: /2020-11-20/tags/{resourceArn}#tagKeys
  method: delete
  operationId: UntagResource
  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