Azure built-in roles for AI + machine learning

This article lists the Azure built-in roles in the AI + machine learning category.

Azure AI Enterprise Network Connection Approver

Can approve private endpoint connections to Azure AI common dependency resources

Learn more

Actions Description
Microsoft.ContainerRegistry/registries/privateEndpointConnectionsApproval/action Auto Approves a Private Endpoint Connection
Microsoft.ContainerRegistry/registries/privateEndpointConnections/read Gets the properties of private endpoint connection or list all the private endpoint connections for the specified container registry
Microsoft.ContainerRegistry/registries/privateEndpointConnections/write Approves/Rejects the private endpoint connection
Microsoft.Cache/redis/read View the Redis Cache's settings and configuration in the management portal
Microsoft.Cache/redis/privateEndpointConnections/read Read a private endpoint connection
Microsoft.Cache/redis/privateEndpointConnections/write Write a private endpoint connection
Microsoft.Cache/redis/privateLinkResources/read Read 'groupId' of redis subresource that a private link can be connected to
Microsoft.Cache/redis/privateEndpointConnectionsApproval/action Approve Private Endpoint Connections
Microsoft.Cache/redisEnterprise/read View the Redis Enterprise cache's settings and configuration in the management portal
Microsoft.Cache/redisEnterprise/privateEndpointConnections/read Read a private endpoint connection
Microsoft.Cache/redisEnterprise/privateEndpointConnections/write Write a private endpoint connection
Microsoft.Cache/redisEnterprise/privateLinkResources/read Read 'groupId' of redis subresource that a private link can be connected to
Microsoft.Cache/redisEnterprise/privateEndpointConnectionsApproval/action Approve Private Endpoint Connections
Microsoft.CognitiveServices/accounts/read Reads API accounts.
Microsoft.CognitiveServices/accounts/privateEndpointConnections/read Reads private endpoint connections.
Microsoft.CognitiveServices/accounts/privateEndpointConnections/write Writes a private endpoint connections.
Microsoft.CognitiveServices/accounts/privateLinkResources/read Reads private link resources for an account.
Microsoft.DocumentDB/databaseAccounts/privateEndpointConnectionsApproval/action Manage a private endpoint connection of Database Account
Microsoft.DocumentDB/databaseAccounts/privateEndpointConnections/read Read a private endpoint connection or list all the private endpoint connections of a Database Account
Microsoft.DocumentDB/databaseAccounts/privateEndpointConnections/write Create or update a private endpoint connection of a Database Account
Microsoft.DocumentDB/databaseAccounts/privateLinkResources/read Read a private link resource or list all the private link resources of a Database Account
Microsoft.DocumentDB/databaseAccounts/read Reads a database account.
Microsoft.KeyVault/vaults/privateEndpointConnectionsApproval/action Approve or reject a connection to a Private Endpoint resource of Microsoft.Network provider
Microsoft.KeyVault/vaults/privateEndpointConnections/read View the state of a connection to a Private Endpoint resource of Microsoft.Network provider
Microsoft.KeyVault/vaults/privateEndpointConnections/write Change the state of a connection to a Private Endpoint resource of Microsoft.Network provider
Microsoft.KeyVault/vaults/privateLinkResources/read Get the available private link resources for the specified instance of Key Vault
Microsoft.KeyVault/vaults/read View the properties of a key vault
Microsoft.MachineLearningServices/workspaces/privateEndpointConnectionsApproval/action Approve or reject a connection to a Private Endpoint resource of Microsoft.Network provider
Microsoft.MachineLearningServices/workspaces/privateEndpointConnections/read View the state of a connection to a Private Endpoint resource of Microsoft.Network provider
Microsoft.MachineLearningServices/workspaces/privateEndpointConnections/write Change the state of a connection to a Private Endpoint resource of Microsoft.Network provider
Microsoft.MachineLearningServices/workspaces/privateLinkResources/read Gets the available private link resources for the specified instance of the Machine Learning Services Workspace(s)
Microsoft.MachineLearningServices/workspaces/read Gets the Machine Learning Services Workspace(s)
Microsoft.Storage/storageAccounts/privateEndpointConnections/read Get Private Endpoint Connection
Microsoft.Storage/storageAccounts/privateEndpointConnections/write Put Private Endpoint Connection
Microsoft.Storage/storageAccounts/privateLinkResources/read Get StorageAccount groupids
Microsoft.Storage/storageAccounts/read Returns the list of storage accounts or gets the properties for the specified storage account.
Microsoft.Sql/servers/privateEndpointConnectionsApproval/action Determines if user is allowed to approve a private endpoint connection
Microsoft.Sql/servers/privateEndpointConnections/read Returns the list of private endpoint connections or gets the properties for the specified private endpoint connection.
Microsoft.Sql/servers/privateEndpointConnections/write Approves or rejects an existing private endpoint connection
Microsoft.Sql/servers/privateLinkResources/read Get the private link resources for the corresponding sql server
Microsoft.Sql/servers/read Return the list of servers or gets the properties for the specified server.
NotActions
none
DataActions
none
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Can approve private endpoint connections to Azure AI common dependency resources",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/b556d68e-0be0-4f35-a333-ad7ee1ce17ea",
  "name": "b556d68e-0be0-4f35-a333-ad7ee1ce17ea",
  "permissions": [
    {
      "actions": [
        "Microsoft.ContainerRegistry/registries/privateEndpointConnectionsApproval/action",
        "Microsoft.ContainerRegistry/registries/privateEndpointConnections/read",
        "Microsoft.ContainerRegistry/registries/privateEndpointConnections/write",
        "Microsoft.Cache/redis/read",
        "Microsoft.Cache/redis/privateEndpointConnections/read",
        "Microsoft.Cache/redis/privateEndpointConnections/write",
        "Microsoft.Cache/redis/privateLinkResources/read",
        "Microsoft.Cache/redis/privateEndpointConnectionsApproval/action",
        "Microsoft.Cache/redisEnterprise/read",
        "Microsoft.Cache/redisEnterprise/privateEndpointConnections/read",
        "Microsoft.Cache/redisEnterprise/privateEndpointConnections/write",
        "Microsoft.Cache/redisEnterprise/privateLinkResources/read",
        "Microsoft.Cache/redisEnterprise/privateEndpointConnectionsApproval/action",
        "Microsoft.CognitiveServices/accounts/read",
        "Microsoft.CognitiveServices/accounts/privateEndpointConnections/read",
        "Microsoft.CognitiveServices/accounts/privateEndpointConnections/write",
        "Microsoft.CognitiveServices/accounts/privateLinkResources/read",
        "Microsoft.DocumentDB/databaseAccounts/privateEndpointConnectionsApproval/action",
        "Microsoft.DocumentDB/databaseAccounts/privateEndpointConnections/read",
        "Microsoft.DocumentDB/databaseAccounts/privateEndpointConnections/write",
        "Microsoft.DocumentDB/databaseAccounts/privateLinkResources/read",
        "Microsoft.DocumentDB/databaseAccounts/read",
        "Microsoft.KeyVault/vaults/privateEndpointConnectionsApproval/action",
        "Microsoft.KeyVault/vaults/privateEndpointConnections/read",
        "Microsoft.KeyVault/vaults/privateEndpointConnections/write",
        "Microsoft.KeyVault/vaults/privateLinkResources/read",
        "Microsoft.KeyVault/vaults/read",
        "Microsoft.MachineLearningServices/workspaces/privateEndpointConnectionsApproval/action",
        "Microsoft.MachineLearningServices/workspaces/privateEndpointConnections/read",
        "Microsoft.MachineLearningServices/workspaces/privateEndpointConnections/write",
        "Microsoft.MachineLearningServices/workspaces/privateLinkResources/read",
        "Microsoft.MachineLearningServices/workspaces/read",
        "Microsoft.Storage/storageAccounts/privateEndpointConnections/read",
        "Microsoft.Storage/storageAccounts/privateEndpointConnections/write",
        "Microsoft.Storage/storageAccounts/privateLinkResources/read",
        "Microsoft.Storage/storageAccounts/read",
        "Microsoft.Sql/servers/privateEndpointConnectionsApproval/action",
        "Microsoft.Sql/servers/privateEndpointConnections/read",
        "Microsoft.Sql/servers/privateEndpointConnections/write",
        "Microsoft.Sql/servers/privateLinkResources/read",
        "Microsoft.Sql/servers/read"
      ],
      "notActions": [],
      "dataActions": [],
      "notDataActions": []
    }
  ],
  "roleName": "Azure AI Enterprise Network Connection Approver",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

AzureML Compute Operator

Can access and perform CRUD operations on Machine Learning Services managed compute resources (including Notebook VMs).

Learn more

Actions Description
Microsoft.MachineLearningServices/workspaces/computes/*
Microsoft.MachineLearningServices/workspaces/notebooks/vm/*
NotActions
none
DataActions
none
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Can access and perform CRUD operations on Machine Learning Services managed compute resources (including Notebook VMs).",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/e503ece1-11d0-4e8e-8e2c-7a6c3bf38815",
  "name": "e503ece1-11d0-4e8e-8e2c-7a6c3bf38815",
  "permissions": [
    {
      "actions": [
        "Microsoft.MachineLearningServices/workspaces/computes/*",
        "Microsoft.MachineLearningServices/workspaces/notebooks/vm/*"
      ],
      "notActions": [],
      "dataActions": [],
      "notDataActions": []
    }
  ],
  "roleName": "AzureML Compute Operator",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

AzureML Data Scientist

Can perform all actions within an Azure Machine Learning workspace, except for creating or deleting compute resources and modifying the workspace itself.

Learn more

Actions Description
Microsoft.MachineLearningServices/workspaces/*/read
Microsoft.MachineLearningServices/workspaces/*/action
Microsoft.MachineLearningServices/workspaces/*/delete
Microsoft.MachineLearningServices/workspaces/*/write
NotActions
Microsoft.MachineLearningServices/workspaces/delete Deletes the Machine Learning Services Workspace(s)
Microsoft.MachineLearningServices/workspaces/write Creates or updates a Machine Learning Services Workspace(s)
Microsoft.MachineLearningServices/workspaces/computes/*/write
Microsoft.MachineLearningServices/workspaces/computes/*/delete
Microsoft.MachineLearningServices/workspaces/computes/listKeys/action List secrets for compute resources in Machine Learning Services Workspace
Microsoft.MachineLearningServices/workspaces/listKeys/action List secrets for a Machine Learning Services Workspace
Microsoft.MachineLearningServices/workspaces/hubs/write Creates or updates a Machine Learning Services Hub Workspace(s)
Microsoft.MachineLearningServices/workspaces/hubs/delete Deletes the Machine Learning Services Hub Workspace(s)
Microsoft.MachineLearningServices/workspaces/featurestores/write Creates or Updates the Machine Learning Services FeatureStore(s)
Microsoft.MachineLearningServices/workspaces/featurestores/delete Deletes the Machine Learning Services FeatureStore(s)
DataActions
none
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Can perform all actions within an Azure Machine Learning workspace, except for creating or deleting compute resources and modifying the workspace itself.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/f6c7c914-8db3-469d-8ca1-694a8f32e121",
  "name": "f6c7c914-8db3-469d-8ca1-694a8f32e121",
  "permissions": [
    {
      "actions": [
        "Microsoft.MachineLearningServices/workspaces/*/read",
        "Microsoft.MachineLearningServices/workspaces/*/action",
        "Microsoft.MachineLearningServices/workspaces/*/delete",
        "Microsoft.MachineLearningServices/workspaces/*/write"
      ],
      "notActions": [
        "Microsoft.MachineLearningServices/workspaces/delete",
        "Microsoft.MachineLearningServices/workspaces/write",
        "Microsoft.MachineLearningServices/workspaces/computes/*/write",
        "Microsoft.MachineLearningServices/workspaces/computes/*/delete",
        "Microsoft.MachineLearningServices/workspaces/computes/listKeys/action",
        "Microsoft.MachineLearningServices/workspaces/listKeys/action",
        "Microsoft.MachineLearningServices/workspaces/hubs/write",
        "Microsoft.MachineLearningServices/workspaces/hubs/delete",
        "Microsoft.MachineLearningServices/workspaces/featurestores/write",
        "Microsoft.MachineLearningServices/workspaces/featurestores/delete"
      ],
      "dataActions": [],
      "notDataActions": []
    }
  ],
  "roleName": "AzureML Data Scientist",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

AzureML Metrics Writer (preview)

Lets you write metrics to AzureML workspace

Learn more

Actions Description
Microsoft.MachineLearningServices/workspaces/metrics/*/write
NotActions
none
DataActions
none
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Lets you write metrics to AzureML workspace",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/635dd51f-9968-44d3-b7fb-6d9a6bd613ae",
  "name": "635dd51f-9968-44d3-b7fb-6d9a6bd613ae",
  "permissions": [
    {
      "actions": [
        "Microsoft.MachineLearningServices/workspaces/metrics/*/write"
      ],
      "notActions": [],
      "dataActions": [],
      "notDataActions": []
    }
  ],
  "roleName": "AzureML Metrics Writer (preview)",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

AzureML Registry User

Can perform all actions on Machine Learning Services Registry assets as well as get Registry resources.

Learn more

Actions Description
Microsoft.MachineLearningServices/registries/read Gets the Machine Learning Services registry(ies)
Microsoft.MachineLearningServices/registries/assets/*
NotActions
none
DataActions
none
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Can perform all actions on Machine Learning Services Registry assets as well as get Registry resources.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/1823dd4f-9b8c-4ab6-ab4e-7397a3684615",
  "name": "1823dd4f-9b8c-4ab6-ab4e-7397a3684615",
  "permissions": [
    {
      "actions": [
        "Microsoft.MachineLearningServices/registries/read",
        "Microsoft.MachineLearningServices/registries/assets/*"
      ],
      "notActions": [],
      "dataActions": [],
      "notDataActions": []
    }
  ],
  "roleName": "AzureML Registry User",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Contributor

Lets you create, read, update, delete and manage keys of Cognitive Services.

Actions Description
Microsoft.Authorization/*/read Read roles and role assignments
Microsoft.CognitiveServices/*
Microsoft.Features/features/read Gets the features of a subscription.
Microsoft.Features/providers/features/read Gets the feature of a subscription in a given resource provider.
Microsoft.Features/providers/features/register/action Registers the feature for a subscription in a given resource provider.
Microsoft.Insights/alertRules/* Create and manage a classic metric alert
Microsoft.Insights/diagnosticSettings/* Creates, updates, or reads the diagnostic setting for Analysis Server
Microsoft.Insights/logDefinitions/read Read log definitions
Microsoft.Insights/metricdefinitions/read Read metric definitions
Microsoft.Insights/metrics/read Read metrics
Microsoft.ResourceHealth/availabilityStatuses/read Gets the availability statuses for all resources in the specified scope
Microsoft.Resources/deployments/* Create and manage a deployment
Microsoft.Resources/deployments/operations/read Gets or lists deployment operations.
Microsoft.Resources/subscriptions/operationresults/read Get the subscription operation results.
Microsoft.Resources/subscriptions/read Gets the list of subscriptions.
Microsoft.Resources/subscriptions/resourcegroups/deployments/*
Microsoft.Resources/subscriptions/resourceGroups/read Gets or lists resource groups.
NotActions
none
DataActions
none
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Lets you create, read, update, delete and manage keys of Cognitive Services.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/25fbc0a9-bd7c-42a3-aa1a-3b75d497ee68",
  "name": "25fbc0a9-bd7c-42a3-aa1a-3b75d497ee68",
  "permissions": [
    {
      "actions": [
        "Microsoft.Authorization/*/read",
        "Microsoft.CognitiveServices/*",
        "Microsoft.Features/features/read",
        "Microsoft.Features/providers/features/read",
        "Microsoft.Features/providers/features/register/action",
        "Microsoft.Insights/alertRules/*",
        "Microsoft.Insights/diagnosticSettings/*",
        "Microsoft.Insights/logDefinitions/read",
        "Microsoft.Insights/metricdefinitions/read",
        "Microsoft.Insights/metrics/read",
        "Microsoft.ResourceHealth/availabilityStatuses/read",
        "Microsoft.Resources/deployments/*",
        "Microsoft.Resources/deployments/operations/read",
        "Microsoft.Resources/subscriptions/operationresults/read",
        "Microsoft.Resources/subscriptions/read",
        "Microsoft.Resources/subscriptions/resourcegroups/deployments/*",
        "Microsoft.Resources/subscriptions/resourceGroups/read"
      ],
      "notActions": [],
      "dataActions": [],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services Contributor",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Custom Vision Contributor

Full access to the project, including the ability to view, create, edit, or delete projects.

Actions Description
Microsoft.CognitiveServices/*/read
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/CustomVision/*
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Full access to the project, including the ability to view, create, edit, or delete projects.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/c1ff6cc2-c111-46fe-8896-e0ef812ad9f3",
  "name": "c1ff6cc2-c111-46fe-8896-e0ef812ad9f3",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/CustomVision/*"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services Custom Vision Contributor",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Custom Vision Deployment

Publish, unpublish or export models. Deployment can view the project but can't update.

Actions Description
Microsoft.CognitiveServices/*/read
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/CustomVision/*/read
Microsoft.CognitiveServices/accounts/CustomVision/projects/predictions/*
Microsoft.CognitiveServices/accounts/CustomVision/projects/iterations/publish/*
Microsoft.CognitiveServices/accounts/CustomVision/projects/iterations/export/*
Microsoft.CognitiveServices/accounts/CustomVision/projects/quicktest/*
Microsoft.CognitiveServices/accounts/CustomVision/classify/*
Microsoft.CognitiveServices/accounts/CustomVision/detect/*
NotDataActions
Microsoft.CognitiveServices/accounts/CustomVision/projects/export/read Exports a project.
{
  "assignableScopes": [
    "/"
  ],
  "description": "Publish, unpublish or export models. Deployment can view the project but can't update.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/5c4089e1-6d96-4d2f-b296-c1bc7137275f",
  "name": "5c4089e1-6d96-4d2f-b296-c1bc7137275f",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/CustomVision/*/read",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/predictions/*",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/iterations/publish/*",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/iterations/export/*",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/quicktest/*",
        "Microsoft.CognitiveServices/accounts/CustomVision/classify/*",
        "Microsoft.CognitiveServices/accounts/CustomVision/detect/*"
      ],
      "notDataActions": [
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/export/read"
      ]
    }
  ],
  "roleName": "Cognitive Services Custom Vision Deployment",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Custom Vision Labeler

View, edit training images and create, add, remove, or delete the image tags. Labelers can view the project but can't update anything other than training images and tags.

Actions Description
Microsoft.CognitiveServices/*/read
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/CustomVision/*/read
Microsoft.CognitiveServices/accounts/CustomVision/projects/predictions/query/action Get images that were sent to your prediction endpoint.
Microsoft.CognitiveServices/accounts/CustomVision/projects/images/*
Microsoft.CognitiveServices/accounts/CustomVision/projects/tags/*
Microsoft.CognitiveServices/accounts/CustomVision/projects/images/suggested/*
Microsoft.CognitiveServices/accounts/CustomVision/projects/tagsandregions/suggestions/action This API will get suggested tags and regions for an array/batch of untagged images along with confidences for the tags. It returns an empty array if no tags are found.
NotDataActions
Microsoft.CognitiveServices/accounts/CustomVision/projects/export/read Exports a project.
{
  "assignableScopes": [
    "/"
  ],
  "description": "View, edit training images and create, add, remove, or delete the image tags. Labelers can view the project but can't update anything other than training images and tags.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/88424f51-ebe7-446f-bc41-7fa16989e96c",
  "name": "88424f51-ebe7-446f-bc41-7fa16989e96c",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/CustomVision/*/read",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/predictions/query/action",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/images/*",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/tags/*",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/images/suggested/*",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/tagsandregions/suggestions/action"
      ],
      "notDataActions": [
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/export/read"
      ]
    }
  ],
  "roleName": "Cognitive Services Custom Vision Labeler",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Custom Vision Reader

Read-only actions in the project. Readers can't create or update the project.

Actions Description
Microsoft.CognitiveServices/*/read
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/CustomVision/*/read
Microsoft.CognitiveServices/accounts/CustomVision/projects/predictions/query/action Get images that were sent to your prediction endpoint.
NotDataActions
Microsoft.CognitiveServices/accounts/CustomVision/projects/export/read Exports a project.
{
  "assignableScopes": [
    "/"
  ],
  "description": "Read-only actions in the project. Readers can't create or update the project.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/93586559-c37d-4a6b-ba08-b9f0940c2d73",
  "name": "93586559-c37d-4a6b-ba08-b9f0940c2d73",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/CustomVision/*/read",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/predictions/query/action"
      ],
      "notDataActions": [
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/export/read"
      ]
    }
  ],
  "roleName": "Cognitive Services Custom Vision Reader",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Custom Vision Trainer

View, edit projects and train the models, including the ability to publish, unpublish, export the models. Trainers can't create or delete the project.

Actions Description
Microsoft.CognitiveServices/*/read
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/CustomVision/*
NotDataActions
Microsoft.CognitiveServices/accounts/CustomVision/projects/action Create a project.
Microsoft.CognitiveServices/accounts/CustomVision/projects/delete Delete a specific project.
Microsoft.CognitiveServices/accounts/CustomVision/projects/import/action Imports a project.
Microsoft.CognitiveServices/accounts/CustomVision/projects/export/read Exports a project.
{
  "assignableScopes": [
    "/"
  ],
  "description": "View, edit projects and train the models, including the ability to publish, unpublish, export the models. Trainers can't create or delete the project.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/0a5ae4ab-0d65-4eeb-be61-29fc9b54394b",
  "name": "0a5ae4ab-0d65-4eeb-be61-29fc9b54394b",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/CustomVision/*"
      ],
      "notDataActions": [
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/action",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/delete",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/import/action",
        "Microsoft.CognitiveServices/accounts/CustomVision/projects/export/read"
      ]
    }
  ],
  "roleName": "Cognitive Services Custom Vision Trainer",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Data Reader (Preview)

Lets you read Cognitive Services data.

Actions Description
none
NotActions
none
DataActions
Microsoft.CognitiveServices/*/read
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Lets you read Cognitive Services data.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/b59867f0-fa02-499b-be73-45a86b5b3e1c",
  "name": "b59867f0-fa02-499b-be73-45a86b5b3e1c",
  "permissions": [
    {
      "actions": [],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/*/read"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services Data Reader (Preview)",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Face Recognizer

Lets you perform detect, verify, identify, group, and find similar operations on Face API. This role does not allow create or delete operations, which makes it well suited for endpoints that only need inferencing capabilities, following 'least privilege' best practices.

Actions Description
none
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/Face/detect/action Detect human faces in an image, return face rectangles, and optionally with faceIds, landmarks, and attributes.
Microsoft.CognitiveServices/accounts/Face/verify/action Verify whether two faces belong to a same person or whether one face belongs to a person.
Microsoft.CognitiveServices/accounts/Face/identify/action 1-to-many identification to find the closest matches of the specific query person face from a person group or large person group.
Microsoft.CognitiveServices/accounts/Face/group/action Divide candidate faces into groups based on face similarity.
Microsoft.CognitiveServices/accounts/Face/findsimilars/action Given query face's faceId, to search the similar-looking faces from a faceId array, a face list or a large face list. faceId
Microsoft.CognitiveServices/accounts/Face/detectliveness/multimodal/action

Performs liveness detection on a target face in a sequence of infrared, color and/or depth images, and returns the liveness classification of the target face as either ‘real face’, ‘spoof face’, or ‘uncertain’ if a classification cannot be made with the given inputs.

Microsoft.CognitiveServices/accounts/Face/detectliveness/singlemodal/action

Performs liveness detection on a target face in a sequence of images of the same modality (e.g. color or infrared), and returns the liveness classification of the target face as either ‘real face’, ‘spoof face’, or ‘uncertain’ if a classification cannot be made with the given inputs.

Microsoft.CognitiveServices/accounts/Face/detectlivenesswithverify/singlemodal/action Detects liveness of a target face in a sequence of images of the same stream type (e.g. color) and then compares with VerifyImage to return confidence score for identity scenarios.
Microsoft.CognitiveServices/accounts/Face/*/sessions/action
Microsoft.CognitiveServices/accounts/Face/*/sessions/delete
Microsoft.CognitiveServices/accounts/Face/*/sessions/read
Microsoft.CognitiveServices/accounts/Face/*/sessions/audit/read
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Lets you perform detect, verify, identify, group, and find similar operations on Face API. This role does not allow create or delete operations, which makes it well suited for endpoints that only need inferencing capabilities, following 'least privilege' best practices.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/9894cab4-e18a-44aa-828b-cb588cd6f2d7",
  "name": "9894cab4-e18a-44aa-828b-cb588cd6f2d7",
  "permissions": [
    {
      "actions": [],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/Face/detect/action",
        "Microsoft.CognitiveServices/accounts/Face/verify/action",
        "Microsoft.CognitiveServices/accounts/Face/identify/action",
        "Microsoft.CognitiveServices/accounts/Face/group/action",
        "Microsoft.CognitiveServices/accounts/Face/findsimilars/action",
        "Microsoft.CognitiveServices/accounts/Face/detectliveness/multimodal/action",
        "Microsoft.CognitiveServices/accounts/Face/detectliveness/singlemodal/action",
        "Microsoft.CognitiveServices/accounts/Face/detectlivenesswithverify/singlemodal/action",
        "Microsoft.CognitiveServices/accounts/Face/*/sessions/action",
        "Microsoft.CognitiveServices/accounts/Face/*/sessions/delete",
        "Microsoft.CognitiveServices/accounts/Face/*/sessions/read",
        "Microsoft.CognitiveServices/accounts/Face/*/sessions/audit/read"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services Face Recognizer",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Immersive Reader User

Provides access to create Immersive Reader sessions and call APIs

Actions Description
none
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/ImmersiveReader/getcontentmodelforreader/action Creates an Immersive Reader session
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Provides access to create Immersive Reader sessions and call APIs",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/b2de6794-95db-4659-8781-7e080d3f2b9d",
  "name": "b2de6794-95db-4659-8781-7e080d3f2b9d",
  "permissions": [
    {
      "actions": [],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/ImmersiveReader/getcontentmodelforreader/action"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services Immersive Reader User",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Language Owner

Has access to all Read, Test, Write, Deploy and Delete functions under Language portal

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.CognitiveServices/accounts/listkeys/action List keys
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/LanguageAuthoring/*
Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/*
Microsoft.CognitiveServices/accounts/Language/*
Microsoft.CognitiveServices/accounts/TextAnalytics/*
NotDataActions
Microsoft.CognitiveServices/accounts/TextAnalytics/QnaMaker/*
{
  "assignableScopes": [
    "/"
  ],
  "description": "Has access to all Read, Test, Write, Deploy and Delete functions under Language portal",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/f07febfe-79bc-46b1-8b37-790e26e6e498",
  "name": "f07febfe-79bc-46b1-8b37-790e26e6e498",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.CognitiveServices/accounts/listkeys/action",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/LanguageAuthoring/*",
        "Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/*",
        "Microsoft.CognitiveServices/accounts/Language/*",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/*"
      ],
      "notDataActions": [
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnaMaker/*"
      ]
    }
  ],
  "roleName": "Cognitive Services Language Owner",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Language Reader

Has access to Read and Test functions under Language portal

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/LanguageAuthoring/*/read
Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/*/read
Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/projects/export/action Triggers a job to export project data in JSON format.
Microsoft.CognitiveServices/accounts/Language/*/read
Microsoft.CognitiveServices/accounts/Language/*/projects/export/action
Microsoft.CognitiveServices/accounts/Language/query-text/action Answer Text.
Microsoft.CognitiveServices/accounts/Language/query-dataverse/action Query Dataverse.
Microsoft.CognitiveServices/accounts/Language/analyze-text/jobs/action Submit a collection of text documents for analysis. Specify one or more unique tasks to be executed.
Microsoft.CognitiveServices/accounts/Language/analyze-text/action Submit a collection of text documents for analysis. Specify a single unique task to be executed immediately.
Microsoft.CognitiveServices/accounts/Language/analyze-text/jobscancel/action Cancel a long-running Text Analysis job.
Microsoft.CognitiveServices/accounts/Language/analyze-conversations/action Analyzes the input conversation.
Microsoft.CognitiveServices/accounts/Language/analyze-conversations/jobscancel/action Cancel a long-running analysis job on conversation.
Microsoft.CognitiveServices/accounts/Language/analyze-conversations/jobs/action Submit a long conversation for analysis. Specify one or more unique tasks to be executed as a long-running operation.
Microsoft.CognitiveServices/accounts/Language/query-knowledgebases/action Answer Knowledgebase.
Microsoft.CognitiveServices/accounts/Language/generate/action Language generation.
Microsoft.CognitiveServices/accounts/TextAnalytics/*
NotDataActions
Microsoft.CognitiveServices/accounts/TextAnalytics/QnaMaker/*
{
  "assignableScopes": [
    "/"
  ],
  "description": "Has access to Read and Test functions under Language portal",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/7628b7b8-a8b2-4cdc-b46f-e9b35248918e",
  "name": "7628b7b8-a8b2-4cdc-b46f-e9b35248918e",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/LanguageAuthoring/*/read",
        "Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/*/read",
        "Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/projects/export/action",
        "Microsoft.CognitiveServices/accounts/Language/*/read",
        "Microsoft.CognitiveServices/accounts/Language/*/projects/export/action",
        "Microsoft.CognitiveServices/accounts/Language/query-text/action",
        "Microsoft.CognitiveServices/accounts/Language/query-dataverse/action",
        "Microsoft.CognitiveServices/accounts/Language/analyze-text/jobs/action",
        "Microsoft.CognitiveServices/accounts/Language/analyze-text/action",
        "Microsoft.CognitiveServices/accounts/Language/analyze-text/jobscancel/action",
        "Microsoft.CognitiveServices/accounts/Language/analyze-conversations/action",
        "Microsoft.CognitiveServices/accounts/Language/analyze-conversations/jobscancel/action",
        "Microsoft.CognitiveServices/accounts/Language/analyze-conversations/jobs/action",
        "Microsoft.CognitiveServices/accounts/Language/query-knowledgebases/action",
        "Microsoft.CognitiveServices/accounts/Language/generate/action",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/*"
      ],
      "notDataActions": [
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnaMaker/*"
      ]
    }
  ],
  "roleName": "Cognitive Services Language Reader",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Language Writer

Has access to all Read, Test, and Write functions under Language Portal

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/LanguageAuthoring/*
Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/*
Microsoft.CognitiveServices/accounts/Language/*
Microsoft.CognitiveServices/accounts/TextAnalytics/*
NotDataActions
Microsoft.CognitiveServices/accounts/LanguageAuthoring/projects/publish/action Trigger publishing job.
Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/projects/deployments/write Trigger job to create new deployment or replace an existing deployment.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnaMaker/*
Microsoft.CognitiveServices/accounts/Language/*/projects/delete
Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/write
Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/delete
Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/swap/action
{
  "assignableScopes": [
    "/"
  ],
  "description": " Has access to all Read, Test, and Write functions under Language Portal",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/f2310ca1-dc64-4889-bb49-c8e0fa3d47a8",
  "name": "f2310ca1-dc64-4889-bb49-c8e0fa3d47a8",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/LanguageAuthoring/*",
        "Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/*",
        "Microsoft.CognitiveServices/accounts/Language/*",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/*"
      ],
      "notDataActions": [
        "Microsoft.CognitiveServices/accounts/LanguageAuthoring/projects/publish/action",
        "Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/projects/deployments/write",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnaMaker/*",
        "Microsoft.CognitiveServices/accounts/Language/*/projects/delete",
        "Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/write",
        "Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/delete",
        "Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/swap/action"
      ]
    }
  ],
  "roleName": "Cognitive Services Language Writer",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services LUIS Owner

Has access to all Read, Test, Write, Deploy and Delete functions under LUIS

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.CognitiveServices/accounts/listkeys/action List keys
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/LUIS/*
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": " Has access to all Read, Test, Write, Deploy and Delete functions under LUIS",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/f72c8140-2111-481c-87ff-72b910f6e3f8",
  "name": "f72c8140-2111-481c-87ff-72b910f6e3f8",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.CognitiveServices/accounts/listkeys/action",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/LUIS/*"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services LUIS Owner",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services LUIS Reader

Has access to Read and Test functions under LUIS.

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/LUIS/*/read
Microsoft.CognitiveServices/accounts/LUIS/apps/testdatasets/write Updates last test results of an exisiting batch test data set for a given application.
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Has access to Read and Test functions under LUIS.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/18e81cdc-4e98-4e29-a639-e7d10c5a6226",
  "name": "18e81cdc-4e98-4e29-a639-e7d10c5a6226",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/LUIS/*/read",
        "Microsoft.CognitiveServices/accounts/LUIS/apps/testdatasets/write"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services LUIS Reader",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services LUIS Writer

Has access to all Read, Test, and Write functions under LUIS

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/LUIS/*
NotDataActions
Microsoft.CognitiveServices/accounts/LUIS/apps/delete Deletes an application.
Microsoft.CognitiveServices/accounts/LUIS/apps/move/action Moves the app to a different LUIS authoring Azure resource.
Microsoft.CognitiveServices/accounts/LUIS/apps/publish/action Publishes a specific version of the application.
Microsoft.CognitiveServices/accounts/LUIS/apps/settings/write Updates the application settings
Microsoft.CognitiveServices/accounts/LUIS/apps/azureaccounts/action Assigns an Azure account to the application.
Microsoft.CognitiveServices/accounts/LUIS/apps/azureaccounts/delete Gets the LUIS Azure accounts for the user using his Azure Resource Manager token.
{
  "assignableScopes": [
    "/"
  ],
  "description": "Has access to all Read, Test, and Write functions under LUIS",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/6322a993-d5c9-4bed-b113-e49bbea25b27",
  "name": "6322a993-d5c9-4bed-b113-e49bbea25b27",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/LUIS/*"
      ],
      "notDataActions": [
        "Microsoft.CognitiveServices/accounts/LUIS/apps/delete",
        "Microsoft.CognitiveServices/accounts/LUIS/apps/move/action",
        "Microsoft.CognitiveServices/accounts/LUIS/apps/publish/action",
        "Microsoft.CognitiveServices/accounts/LUIS/apps/settings/write",
        "Microsoft.CognitiveServices/accounts/LUIS/apps/azureaccounts/action",
        "Microsoft.CognitiveServices/accounts/LUIS/apps/azureaccounts/delete"
      ]
    }
  ],
  "roleName": "Cognitive Services LUIS Writer",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Metrics Advisor Administrator

Full access to the project, including the system level configuration.

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/MetricsAdvisor/*
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Full access to the project, including the system level configuration.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/cb43c632-a144-4ec5-977c-e80c4affc34a",
  "name": "cb43c632-a144-4ec5-977c-e80c4affc34a",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/MetricsAdvisor/*"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services Metrics Advisor Administrator",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Metrics Advisor User

Access to the project.

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/MetricsAdvisor/*
NotDataActions
Microsoft.CognitiveServices/accounts/MetricsAdvisor/stats/*
{
  "assignableScopes": [
    "/"
  ],
  "description": "Access to the project.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/3b20f47b-3825-43cb-8114-4bd2201156a8",
  "name": "3b20f47b-3825-43cb-8114-4bd2201156a8",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/MetricsAdvisor/*"
      ],
      "notDataActions": [
        "Microsoft.CognitiveServices/accounts/MetricsAdvisor/stats/*"
      ]
    }
  ],
  "roleName": "Cognitive Services Metrics Advisor User",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services OpenAI Contributor

Full access including the ability to fine-tune, deploy and generate text

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.CognitiveServices/accounts/deployments/write Writes deployments.
Microsoft.CognitiveServices/accounts/deployments/delete Deletes deployments.
Microsoft.CognitiveServices/accounts/raiPolicies/read Gets all applicable policies under the account including default policies.
Microsoft.CognitiveServices/accounts/raiPolicies/write Create or update a custom Responsible AI policy.
Microsoft.CognitiveServices/accounts/raiPolicies/delete Deletes a custom Responsible AI policy that's not referenced by an existing deployment.
Microsoft.CognitiveServices/accounts/commitmentplans/read Reads commitment plans.
Microsoft.CognitiveServices/accounts/commitmentplans/write Writes commitment plans.
Microsoft.CognitiveServices/accounts/commitmentplans/delete Deletes commitment plans.
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/OpenAI/*
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Full access including the ability to fine-tune, deploy and generate text",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/a001fd3d-188f-4b5d-821b-7da978bf7442",
  "name": "a001fd3d-188f-4b5d-821b-7da978bf7442",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.CognitiveServices/accounts/deployments/write",
        "Microsoft.CognitiveServices/accounts/deployments/delete",
        "Microsoft.CognitiveServices/accounts/raiPolicies/read",
        "Microsoft.CognitiveServices/accounts/raiPolicies/write",
        "Microsoft.CognitiveServices/accounts/raiPolicies/delete",
        "Microsoft.CognitiveServices/accounts/commitmentplans/read",
        "Microsoft.CognitiveServices/accounts/commitmentplans/write",
        "Microsoft.CognitiveServices/accounts/commitmentplans/delete",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/OpenAI/*"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services OpenAI Contributor",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services OpenAI User

Read access to view files, models, deployments. The ability to create completion and embedding calls.

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/OpenAI/*/read
Microsoft.CognitiveServices/accounts/OpenAI/engines/completions/action Create a completion from a chosen model
Microsoft.CognitiveServices/accounts/OpenAI/engines/search/action Search for the most relevant documents using the current engine.
Microsoft.CognitiveServices/accounts/OpenAI/engines/generate/action (Intended for browsers only.) Stream generated text from the model via GET request. This method is provided because the browser-native EventSource method can only send GET requests. It supports a more limited set of configuration options than the POST variant.
Microsoft.CognitiveServices/accounts/OpenAI/deployments/audio/action Return the transcript or translation for a given audio file.
Microsoft.CognitiveServices/accounts/OpenAI/deployments/search/action Search for the most relevant documents using the current engine.
Microsoft.CognitiveServices/accounts/OpenAI/deployments/completions/action Create a completion from a chosen model.
Microsoft.CognitiveServices/accounts/OpenAI/deployments/chat/completions/action Creates a completion for the chat message
Microsoft.CognitiveServices/accounts/OpenAI/deployments/extensions/chat/completions/action Creates a completion for the chat message with extensions
Microsoft.CognitiveServices/accounts/OpenAI/deployments/embeddings/action Return the embeddings for a given prompt.
Microsoft.CognitiveServices/accounts/OpenAI/images/generations/action Create image generations.
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Ability to view files, models, deployments. Readers can't make any changes They can inference and create images",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/5e0bd9bd-7b93-4f28-af87-19fc36ad61bd",
  "name": "5e0bd9bd-7b93-4f28-af87-19fc36ad61bd",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/OpenAI/*/read",
        "Microsoft.CognitiveServices/accounts/OpenAI/engines/completions/action",
        "Microsoft.CognitiveServices/accounts/OpenAI/engines/search/action",
        "Microsoft.CognitiveServices/accounts/OpenAI/engines/generate/action",
        "Microsoft.CognitiveServices/accounts/OpenAI/deployments/audio/action",
        "Microsoft.CognitiveServices/accounts/OpenAI/deployments/search/action",
        "Microsoft.CognitiveServices/accounts/OpenAI/deployments/completions/action",
        "Microsoft.CognitiveServices/accounts/OpenAI/deployments/chat/completions/action",
        "Microsoft.CognitiveServices/accounts/OpenAI/deployments/extensions/chat/completions/action",
        "Microsoft.CognitiveServices/accounts/OpenAI/deployments/embeddings/action",
        "Microsoft.CognitiveServices/accounts/OpenAI/images/generations/action"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services OpenAI User",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services QnA Maker Editor

Let's you create, edit, import and export a KB. You cannot publish or delete a KB.

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/read Gets List of Knowledgebases or details of a specific knowledgebaser.
Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/download/read Download the knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/create/write Asynchronous operation to create a new knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/write Asynchronous operation to modify a knowledgebase or Replace knowledgebase contents.
Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/generateanswer/action GenerateAnswer call to query the knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/train/action Train call to add suggestions to the knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker/alterations/read Download alterations from runtime.
Microsoft.CognitiveServices/accounts/QnAMaker/alterations/write Replace alterations data.
Microsoft.CognitiveServices/accounts/QnAMaker/endpointkeys/read Gets endpoint keys for an endpoint
Microsoft.CognitiveServices/accounts/QnAMaker/endpointkeys/refreshkeys/action Re-generates an endpoint key.
Microsoft.CognitiveServices/accounts/QnAMaker/endpointsettings/read Gets endpoint settings for an endpoint
Microsoft.CognitiveServices/accounts/QnAMaker/endpointsettings/write Update endpoint seettings for an endpoint.
Microsoft.CognitiveServices/accounts/QnAMaker/operations/read Gets details of a specific long running operation.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/read Gets List of Knowledgebases or details of a specific knowledgebaser.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/download/read Download the knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/create/write Asynchronous operation to create a new knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/write Asynchronous operation to modify a knowledgebase or Replace knowledgebase contents.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/generateanswer/action GenerateAnswer call to query the knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/train/action Train call to add suggestions to the knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/alterations/read Download alterations from runtime.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/alterations/write Replace alterations data.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointkeys/read Gets endpoint keys for an endpoint
Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointkeys/refreshkeys/action Re-generates an endpoint key.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointsettings/read Gets endpoint settings for an endpoint
Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointsettings/write Update endpoint seettings for an endpoint.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/operations/read Gets details of a specific long running operation.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/read Gets List of Knowledgebases or details of a specific knowledgebaser.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/download/read Download the knowledgebase.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/create/write Asynchronous operation to create a new knowledgebase.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/write Asynchronous operation to modify a knowledgebase or Replace knowledgebase contents.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/generateanswer/action GenerateAnswer call to query the knowledgebase.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/train/action Train call to add suggestions to the knowledgebase.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/alterations/read Download alterations from runtime.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/alterations/write Replace alterations data.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointkeys/read Gets endpoint keys for an endpoint
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointkeys/refreshkeys/action Re-generates an endpoint key.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointsettings/read Gets endpoint settings for an endpoint
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointsettings/write Update endpoint seettings for an endpoint.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/operations/read Gets details of a specific long running operation.
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Let's you create, edit, import and export a KB. You cannot publish or delete a KB.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/f4cc2bf9-21be-47a1-bdf1-5c5804381025",
  "name": "f4cc2bf9-21be-47a1-bdf1-5c5804381025",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/download/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/create/write",
        "Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/write",
        "Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/generateanswer/action",
        "Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/train/action",
        "Microsoft.CognitiveServices/accounts/QnAMaker/alterations/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker/alterations/write",
        "Microsoft.CognitiveServices/accounts/QnAMaker/endpointkeys/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker/endpointkeys/refreshkeys/action",
        "Microsoft.CognitiveServices/accounts/QnAMaker/endpointsettings/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker/endpointsettings/write",
        "Microsoft.CognitiveServices/accounts/QnAMaker/operations/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/download/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/create/write",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/write",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/generateanswer/action",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/train/action",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/alterations/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/alterations/write",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointkeys/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointkeys/refreshkeys/action",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointsettings/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointsettings/write",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/operations/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/download/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/create/write",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/write",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/generateanswer/action",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/train/action",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/alterations/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/alterations/write",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointkeys/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointkeys/refreshkeys/action",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointsettings/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointsettings/write",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/operations/read"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services QnA Maker Editor",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services QnA Maker Reader

Let's you read and test a KB only.

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/read Gets List of Knowledgebases or details of a specific knowledgebaser.
Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/download/read Download the knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/generateanswer/action GenerateAnswer call to query the knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker/alterations/read Download alterations from runtime.
Microsoft.CognitiveServices/accounts/QnAMaker/endpointkeys/read Gets endpoint keys for an endpoint
Microsoft.CognitiveServices/accounts/QnAMaker/endpointsettings/read Gets endpoint settings for an endpoint
Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/read Gets List of Knowledgebases or details of a specific knowledgebaser.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/download/read Download the knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/generateanswer/action GenerateAnswer call to query the knowledgebase.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/alterations/read Download alterations from runtime.
Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointkeys/read Gets endpoint keys for an endpoint
Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointsettings/read Gets endpoint settings for an endpoint
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/read Gets List of Knowledgebases or details of a specific knowledgebaser.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/download/read Download the knowledgebase.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/generateanswer/action GenerateAnswer call to query the knowledgebase.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/alterations/read Download alterations from runtime.
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointkeys/read Gets endpoint keys for an endpoint
Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointsettings/read Gets endpoint settings for an endpoint
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Let's you read and test a KB only.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/466ccd10-b268-4a11-b098-b4849f024126",
  "name": "466ccd10-b268-4a11-b098-b4849f024126",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/download/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker/knowledgebases/generateanswer/action",
        "Microsoft.CognitiveServices/accounts/QnAMaker/alterations/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker/endpointkeys/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker/endpointsettings/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/download/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/knowledgebases/generateanswer/action",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/alterations/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointkeys/read",
        "Microsoft.CognitiveServices/accounts/QnAMaker.v2/endpointsettings/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/download/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/knowledgebases/generateanswer/action",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/alterations/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointkeys/read",
        "Microsoft.CognitiveServices/accounts/TextAnalytics/QnAMaker/endpointsettings/read"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services QnA Maker Reader",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Speech Contributor

Full access to Speech projects, including read, write and delete all entities, for real-time speech recognition and batch transcription tasks, real-time speech synthesis and long audio tasks, custom speech and custom voice.

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/SpeechServices/*
Microsoft.CognitiveServices/accounts/CustomVoice/*
Microsoft.CognitiveServices/accounts/AudioContentCreation/*
Microsoft.CognitiveServices/accounts/VideoTranslation/*
Microsoft.CognitiveServices/accounts/CustomAvatar/*
Microsoft.CognitiveServices/accounts/BatchAvatar/*
Microsoft.CognitiveServices/accounts/BatchTextToSpeech/*
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Full access to Speech projects, including read, write and delete all entities, for real-time speech recognition and batch transcription tasks, real-time speech synthesis and long audio tasks, custom speech and custom voice.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/0e75ca1e-0464-4b4d-8b93-68208a576181",
  "name": "0e75ca1e-0464-4b4d-8b93-68208a576181",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/SpeechServices/*",
        "Microsoft.CognitiveServices/accounts/CustomVoice/*",
        "Microsoft.CognitiveServices/accounts/AudioContentCreation/*",
        "Microsoft.CognitiveServices/accounts/VideoTranslation/*",
        "Microsoft.CognitiveServices/accounts/CustomAvatar/*",
        "Microsoft.CognitiveServices/accounts/BatchAvatar/*",
        "Microsoft.CognitiveServices/accounts/BatchTextToSpeech/*"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services Speech Contributor",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Speech User

Access to the real-time speech recognition and batch transcription APIs, real-time speech synthesis and long audio APIs, as well as to read the data/test/model/endpoint for custom models, but can't create, delete or modify the data/test/model/endpoint for custom models.

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.Authorization/roleAssignments/read Get information about a role assignment.
Microsoft.Authorization/roleDefinitions/read Get information about a role definition.
NotActions
none
DataActions
Microsoft.CognitiveServices/accounts/SpeechServices/*/read
Microsoft.CognitiveServices/accounts/SpeechServices/*/transcriptions/read
Microsoft.CognitiveServices/accounts/SpeechServices/*/transcriptions/write
Microsoft.CognitiveServices/accounts/SpeechServices/*/transcriptions/delete
Microsoft.CognitiveServices/accounts/SpeechServices/*/frontend/action
Microsoft.CognitiveServices/accounts/SpeechServices/text-dependent/*/action
Microsoft.CognitiveServices/accounts/SpeechServices/text-independent/*/action
Microsoft.CognitiveServices/accounts/CustomVoice/*/read
Microsoft.CognitiveServices/accounts/CustomVoice/evaluations/*
Microsoft.CognitiveServices/accounts/CustomVoice/longaudiosynthesis/*
Microsoft.CognitiveServices/accounts/AudioContentCreation/*
Microsoft.CognitiveServices/accounts/VideoTranslation/*
Microsoft.CognitiveServices/accounts/CustomAvatar/*/read
Microsoft.CognitiveServices/accounts/BatchAvatar/*
Microsoft.CognitiveServices/accounts/BatchTextToSpeech/*
NotDataActions
Microsoft.CognitiveServices/accounts/CustomVoice/datasets/files/read Gets the files of the dataset identified by the given ID.
Microsoft.CognitiveServices/accounts/CustomVoice/datasets/utterances/read Gets utterances of the specified training set.
{
  "assignableScopes": [
    "/"
  ],
  "description": "Access to the real-time speech recognition and batch transcription APIs, real-time speech synthesis and long audio APIs, as well as to read the data/test/model/endpoint for custom models, but can't create, delete or modify the data/test/model/endpoint for custom models.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/f2dc8367-1007-4938-bd23-fe263f013447",
  "name": "f2dc8367-1007-4938-bd23-fe263f013447",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.Authorization/roleAssignments/read",
        "Microsoft.Authorization/roleDefinitions/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/accounts/SpeechServices/*/read",
        "Microsoft.CognitiveServices/accounts/SpeechServices/*/transcriptions/read",
        "Microsoft.CognitiveServices/accounts/SpeechServices/*/transcriptions/write",
        "Microsoft.CognitiveServices/accounts/SpeechServices/*/transcriptions/delete",
        "Microsoft.CognitiveServices/accounts/SpeechServices/*/frontend/action",
        "Microsoft.CognitiveServices/accounts/SpeechServices/text-dependent/*/action",
        "Microsoft.CognitiveServices/accounts/SpeechServices/text-independent/*/action",
        "Microsoft.CognitiveServices/accounts/CustomVoice/*/read",
        "Microsoft.CognitiveServices/accounts/CustomVoice/evaluations/*",
        "Microsoft.CognitiveServices/accounts/CustomVoice/longaudiosynthesis/*",
        "Microsoft.CognitiveServices/accounts/AudioContentCreation/*",
        "Microsoft.CognitiveServices/accounts/VideoTranslation/*",
        "Microsoft.CognitiveServices/accounts/CustomAvatar/*/read",
        "Microsoft.CognitiveServices/accounts/BatchAvatar/*",
        "Microsoft.CognitiveServices/accounts/BatchTextToSpeech/*"
      ],
      "notDataActions": [
        "Microsoft.CognitiveServices/accounts/CustomVoice/datasets/files/read",
        "Microsoft.CognitiveServices/accounts/CustomVoice/datasets/utterances/read"
      ]
    }
  ],
  "roleName": "Cognitive Services Speech User",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services Usages Reader

Minimal permission to view Cognitive Services usages.

Actions Description
Microsoft.CognitiveServices/locations/usages/read Read all usages data
NotActions
none
DataActions
none
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Minimal permission to view Cognitive Services usages.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/bba48692-92b0-4667-a9ad-c31c7b334ac2",
  "name": "bba48692-92b0-4667-a9ad-c31c7b334ac2",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/locations/usages/read"
      ],
      "notActions": [],
      "dataActions": [],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services Usages Reader",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Cognitive Services User

Lets you read and list keys of Cognitive Services.

Learn more

Actions Description
Microsoft.CognitiveServices/*/read
Microsoft.CognitiveServices/accounts/listkeys/action List keys
Microsoft.Insights/alertRules/read Read a classic metric alert
Microsoft.Insights/diagnosticSettings/read Read a resource diagnostic setting
Microsoft.Insights/logDefinitions/read Read log definitions
Microsoft.Insights/metricdefinitions/read Read metric definitions
Microsoft.Insights/metrics/read Read metrics
Microsoft.ResourceHealth/availabilityStatuses/read Gets the availability statuses for all resources in the specified scope
Microsoft.Resources/deployments/operations/read Gets or lists deployment operations.
Microsoft.Resources/subscriptions/operationresults/read Get the subscription operation results.
Microsoft.Resources/subscriptions/read Gets the list of subscriptions.
Microsoft.Resources/subscriptions/resourceGroups/read Gets or lists resource groups.
NotActions
none
DataActions
Microsoft.CognitiveServices/*
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Lets you read and list keys of Cognitive Services.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/a97b65f3-24c7-4388-baec-2e87135dc908",
  "name": "a97b65f3-24c7-4388-baec-2e87135dc908",
  "permissions": [
    {
      "actions": [
        "Microsoft.CognitiveServices/*/read",
        "Microsoft.CognitiveServices/accounts/listkeys/action",
        "Microsoft.Insights/alertRules/read",
        "Microsoft.Insights/diagnosticSettings/read",
        "Microsoft.Insights/logDefinitions/read",
        "Microsoft.Insights/metricdefinitions/read",
        "Microsoft.Insights/metrics/read",
        "Microsoft.ResourceHealth/availabilityStatuses/read",
        "Microsoft.Resources/deployments/operations/read",
        "Microsoft.Resources/subscriptions/operationresults/read",
        "Microsoft.Resources/subscriptions/read",
        "Microsoft.Resources/subscriptions/resourceGroups/read"
      ],
      "notActions": [],
      "dataActions": [
        "Microsoft.CognitiveServices/*"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Cognitive Services User",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Search Index Data Contributor

Grants full access to Azure Cognitive Search index data.

Actions Description
none
NotActions
none
DataActions
Microsoft.Search/searchServices/indexes/documents/*
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Grants full access to Azure Cognitive Search index data.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/8ebe5a00-799e-43f5-93ac-243d3dce84a7",
  "name": "8ebe5a00-799e-43f5-93ac-243d3dce84a7",
  "permissions": [
    {
      "actions": [],
      "notActions": [],
      "dataActions": [
        "Microsoft.Search/searchServices/indexes/documents/*"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Search Index Data Contributor",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Search Index Data Reader

Grants read access to Azure Cognitive Search index data.

Actions Description
none
NotActions
none
DataActions
Microsoft.Search/searchServices/indexes/documents/read Read documents or suggested query terms from an index.
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Grants read access to Azure Cognitive Search index data.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/1407120a-92aa-4202-b7e9-c0e197c71c8f",
  "name": "1407120a-92aa-4202-b7e9-c0e197c71c8f",
  "permissions": [
    {
      "actions": [],
      "notActions": [],
      "dataActions": [
        "Microsoft.Search/searchServices/indexes/documents/read"
      ],
      "notDataActions": []
    }
  ],
  "roleName": "Search Index Data Reader",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Search Service Contributor

Lets you manage Search services, but not access to them.

Learn more

Actions Description
Microsoft.Authorization/*/read Read roles and role assignments
Microsoft.Insights/alertRules/* Create and manage a classic metric alert
Microsoft.ResourceHealth/availabilityStatuses/read Gets the availability statuses for all resources in the specified scope
Microsoft.Resources/deployments/* Create and manage a deployment
Microsoft.Resources/subscriptions/resourceGroups/read Gets or lists resource groups.
Microsoft.Search/searchServices/* Create and manage search services
NotActions
none
DataActions
none
NotDataActions
none
{
  "assignableScopes": [
    "/"
  ],
  "description": "Lets you manage Search services, but not access to them.",
  "id": "/providers/Microsoft.Authorization/roleDefinitions/7ca78c08-252a-4471-8644-bb5ff32d4ba0",
  "name": "7ca78c08-252a-4471-8644-bb5ff32d4ba0",
  "permissions": [
    {
      "actions": [
        "Microsoft.Authorization/*/read",
        "Microsoft.Insights/alertRules/*",
        "Microsoft.ResourceHealth/availabilityStatuses/read",
        "Microsoft.Resources/deployments/*",
        "Microsoft.Resources/subscriptions/resourceGroups/read",
        "Microsoft.Search/searchServices/*"
      ],
      "notActions": [],
      "dataActions": [],
      "notDataActions": []
    }
  ],
  "roleName": "Search Service Contributor",
  "roleType": "BuiltInRole",
  "type": "Microsoft.Authorization/roleDefinitions"
}

Next steps