Treasure Data · Agentic Access

Treasure Data Agentic Access

x-agentic-access generated

Treasure Data exposes 440 API operations that an AI agent could call, of which 235 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: 205 read, 209 write, 1 physical, and 25 safety-critical.

25 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.

Customer Data PlatformCDPBig DataData WarehouseHivePrestoEnterpriseArtificial IntelligenceMarketingAnalytics
Operations: 440 Acting: 235 Human-in-the-loop: 25 Method: generated

By consequence

read 205 write 209 physical 1 safety-critical 25

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 /access_control/policies safety-critical required
PATCH /access_control/policies/{policy_id} safety-critical required
DELETE /access_control/policies/{policy_id} safety-critical required
PATCH /access_control/policies/{policy_id}/column_permissions safety-critical required
PATCH /access_control/policies/{policy_id}/permissions safety-critical required
PATCH /access_control/policies/{policy_id}/users safety-critical required
POST /access_control/policies/{policy_id}/users/{user_id} safety-critical required
DELETE /access_control/policies/{policy_id}/users/{user_id} safety-critical required
POST /access_control/policy_groups safety-critical required
PATCH /access_control/policy_groups/{policy_group_id_or_taggable_name} safety-critical required
DELETE /access_control/policy_groups/{policy_group_id_or_taggable_name} safety-critical required
PATCH /access_control/policy_groups/{policy_group_id_or_taggable_name}/policies safety-critical required
PATCH /access_control/users/{user_id}/permissions safety-critical required
PATCH /access_control/users/{user_id}/policies safety-critical required
POST /access_control/users/{user_id}/policies/{policy_id} safety-critical required
DELETE /access_control/users/{user_id}/policies/{policy_id} safety-critical required
PUT /access_control/users/{user_id}/profile_options/{key} safety-critical required
DELETE /access_control/users/{user_id}/profile_options/{key} safety-critical required
POST /api/attempts/{id}/kill safety-critical required
POST /api/schedules/{id}/disable safety-critical required
POST /api/schedules/{id}/enable safety-critical required
POST /audiences/{audienceId}/segments/queries/{queryId}/kill safety-critical required
POST /job/kill/{job_id} safety-critical required
POST /user/disable_sso/{user_email} safety-critical required
POST /user/disable_sso/{user_email} safety-critical required

Source

Agentic Access

Raw ↑ 
generated: '2026-08-13'
method: generated
source: openapi/treasure-data-bulk-import-api-openapi.yml, openapi/treasure-data-bulk-loads-api-openapi.yml,
  openapi/treasure-data-cdp-api-openapi.yml, openapi/treasure-data-connectors-api-openapi.yml,
  openapi/treasure-data-databases-api-openapi.yml, openapi/treasure-data-dwh-integration-api-openapi.yml,
  openapi/treasure-data-jobs-api-openapi.yml, openapi/treasure-data-llm-api-openapi.yml, openapi/treasure-data-personalization-api-openapi.yml,
  openapi/treasure-data-postback-api-openapi.yml, openapi/treasure-data-postback-api-v2-openapi.yml,
  openapi/treasure-data-sso-api-openapi.yml, openapi/treasure-data-system-api-openapi.yml, openapi/treasure-data-tables-api-openapi.yml,
  openapi/treasure-data-td-api-v3-openapi.yml, openapi/treasure-data-users-api-openapi.yml,
  openapi/treasure-data-workflow-api-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: 440
  by_action_class:
    connected: 205
    acting: 235
  by_consequence:
    read: 205
    write: 209
    safety-critical: 25
    physical: 1
  human_in_the_loop_required: 25
operations:
- path: /bulk_import/list
  method: get
  operationId: listBulkImports
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /bulk_import/create/{name}/{database_name}/{table_name}
  method: post
  operationId: createBulkImport
  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: /bulk_import/show/{name}
  method: get
  operationId: showBulkImport
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /bulk_import/upload_part/{name}
  method: put
  operationId: uploadBulkImportPart
  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: /bulk_import/list_parts/{name}
  method: get
  operationId: listBulkImportParts
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /bulk_import/perform/{name}
  method: post
  operationId: performBulkImport
  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: /bulk_import/commit/{name}
  method: post
  operationId: commitBulkImport
  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: /bulk_import/freeze/{name}
  method: post
  operationId: freezeBulkImport
  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: /bulk_import/unfreeze/{name}
  method: post
  operationId: unfreezeBulkImport
  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: /bulk_import/delete/{name}
  method: post
  operationId: deleteBulkImport
  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: /bulk_loads
  method: get
  operationId: listBulkLoads
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /bulk_loads/{name}
  method: get
  operationId: getBulkLoad
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /bulk_loads/{name}/jobs
  method: get
  operationId: listBulkLoadJobs
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences
  method: get
  operationId: audiences#index
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences
  method: post
  operationId: audiences#create
  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: /audiences/{audienceId}
  method: get
  operationId: audiences#show
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}
  method: put
  operationId: audiences#update
  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: /audiences/{audienceId}
  method: delete
  operationId: audiences#delete
  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: /audiences/{audienceId}/attributes
  method: get
  operationId: audience_attributes#index
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/behaviors
  method: get
  operationId: audience_behaviors#index
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/run
  method: post
  operationId: audiences#run
  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: /audiences/{audienceId}/folders
  method: get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/folders
  method: post
  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: /audiences/{audienceId}/folders/{folderId}
  method: get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/folders/{folderId}
  method: patch
  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: /audiences/{audienceId}/folders/{folderId}
  method: delete
  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: /audiences/{audienceId}/folders/{folderId}/put_in
  method: post
  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: /audiences/{audienceId}/executions
  method: get
  operationId: audiences#executions
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/statistics
  method: get
  operationId: audiences#statistics
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/segments
  method: get
  operationId: segments#index
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/segments
  method: post
  operationId: segments#create
  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: /audiences/{audienceId}/folders/{folderId}/segments
  method: get
  operationId: segment_folders#segments
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/folders/{folderId}/syndications
  method: get
  operationId: segment_folders#syndications
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/segments/query
  method: post
  operationId: segments#query
  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: /audiences/{audienceId}/segments/queries
  method: post
  operationId: segments#new_query
  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: /audiences/{audienceId}/segments/{segmentId}
  method: get
  operationId: segments#show
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/segments/{segmentId}
  method: put
  operationId: segments#update
  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: /audiences/{audienceId}/segments/{segmentId}
  method: delete
  operationId: segments#delete
  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: /audiences/{audienceId}/segments/queries/{queryId}
  method: get
  operationId: segments#query_status
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/segments/queries/{queryId}/kill
  method: post
  operationId: segments#kill_query
  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: /audiences/{audienceId}/segments/queries/{queryId}/customers
  method: get
  operationId: segments#index_query_customers
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/segments/{segmentId}/statistics
  method: get
  operationId: segments#statistics
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/segments/{segmentId}/syndications
  method: get
  operationId: syndications#index
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/segments/{segmentId}/syndications
  method: post
  operationId: syndications#create
  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: /audiences/{audienceId}/segments/{segmentId}/syndications/{syndicationId}
  method: get
  operationId: syndications#show
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/segments/{segmentId}/syndications/{syndicationId}
  method: put
  operationId: syndications#update
  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: /audiences/{audienceId}/segments/{segmentId}/syndications/{syndicationId}
  method: delete
  operationId: syndications#delete
  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: /audiences/{audienceId}/segments/{segmentId}/syndications/{syndicationId}/run
  method: post
  operationId: syndications#run
  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: /audiences/{audienceId}/syndications
  method: get
  operationId: audience_syndications#index
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/tokens
  method: get
  operationId: tokens#index
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/tokens
  method: post
  operationId: tokens#create
  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: /audiences/{audienceId}/tokens/{tokenId}
  method: get
  operationId: tokens#show
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/tokens/{tokenId}
  method: put
  operationId: tokens#update
  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: /audiences/{audienceId}/tokens/{tokenId}
  method: delete
  operationId: tokens#delete
  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: /audiences/{audienceId}/funnels
  method: get
  operationId: funnels#index
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/funnels
  method: post
  operationId: funnels#create
  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: /audiences/{audienceId}/funnels/{funnelId}
  method: get
  operationId: funnels#show
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/funnels/{funnelId}
  method: put
  operationId: funnels#update
  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: /audiences/{audienceId}/funnels/{funnelId}
  method: delete
  operationId: funnels#delete
  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: /audiences/{audienceId}/funnels/{funnelId}/clone
  method: post
  operationId: funnels#clone
  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: /audiences/{audienceId}/funnels/{funnelId}/statistics
  method: get
  operationId: funnels#statistics
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /master_segments
  method: get
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
      max-ttl: 3600
    audit: none
- path: /audiences/{audienceId}/sample_values
  method: get
  operationId: audiences#sample_values
  x-agentic-access:
    action-class: connected
    consequence: read
    subject: optional
    token:
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    token:
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    token:
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    token:
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- path: /entities/funnels
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    token:
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- path: /entities/funnels/{id}
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    token:
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    token:
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    token:
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    audit: none
- path: /entities/parent_segments/{id}
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  x-agentic-access:
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    token:
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    audit: none
- path: /entities/parent_segments/{parentSegmentId}/syndications
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    token:
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    audit: none
- path: /entities/parent_segments/{parentSegmentId}/funnels
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    token:
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    audit: none
- path: /entities/parent_segments/{parentSegmentId}/user_defined_workflows
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    token:
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- path: /entities/predictive_segments/{id}
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- path: /entities/predictive_segments/{id}
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- path: /entities/predictive_segments/{id}/run
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- path: /entities/predictive_segments/{id}/executions
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- path: /entities/predictive_segments/{id}/model/features
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- path: /entities/predictive_segments/{id}/model/columns
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- path: /entities/predictive_segments/{id}/model/score
  method: get
  x-agentic-access:
    action-class: connected
  

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# Full source: https://raw.githubusercontent.com/api-evangelist/treasure-data/refs/heads/main/agentic-access/treasure-data-agentic-access.yml