Azure Data Explorer | Dropzone AI Documentation

Overview

The Dropzone platform integrates with Azure Data Explorer (Kusto) so analysts can investigate organization-specific logs and telemetry that may not exist in Sentinel or Defender.

Dropzone uses your Microsoft Entra service principal to authenticate to one or more ADX clusters, discover available databases and tables, and execute read-only KQL queries. The ADX scanner builds table metadata (descriptions, fields, and query guidance) so the assistant can choose relevant tables and generate better queries.

Integration Overview

To enable these integrations you will perform the following actions:

See the Microsoft Integrations page for instructions on how to register a new application, locate your Client ID and Tenant ID, and create a Client Secret.

When registering the application, set the "Supported account types" to "Accounts in this organizational directory only" and leave "Redirect URI" blank. No Microsoft Graph API permissions are required for this integration.

Assign Azure Data Explorer Permissions

Your application must have read access to the ADX databases you want Dropzone to query.

You may use a Kusto management command to grant access. See here for more information.

Example management commands (run by an ADX admin):

.add cluster allDatabases viewers ('aadapp=<CLIENT_ID>;<TENANT_ID>')
.add database ['<DATABASE_NAME>'] viewers ('aadapp=<CLIENT_ID>;<TENANT_ID>')

Alternatively, you may use the Microsoft Azure portal to assign access to each database manually.

For each Azure Data Explorer cluster you want Dropzone to be able to access, do the following:

Click "Permissions" and then "Add". Select the "AllDatabasesViewer" role and in the "New Principles" section, add the application you just created. Assign the role to your application and click "Select". Repeat for each cluster you will use.

For each database within the Azure Data Explorer clusters you want Dropzone to access, do the following:

Locate your ADX Cluster URL(s)

Dropzone can connect to one or more ADX clusters.

To collect a cluster URL, do the following:

Enable Azure Data Explorer

To enable the Data Source integration, you will need the following information:

To enable the Data Source integration, do the following:

If you have any errors, contact your Dropzone AI support representative.

Troubleshooting

Symptom