diff --git a/awx/main/migrations/0006_v320_release.py b/awx/main/migrations/0006_v320_release.py
index e9af9962c5..45eabbebc5 100644
--- a/awx/main/migrations/0006_v320_release.py
+++ b/awx/main/migrations/0006_v320_release.py
@@ -145,12 +145,12 @@ class Migration(migrations.Migration):
         migrations.AlterField(
             model_name='inventorysource',
             name='source',
-            field=models.CharField(default=b'', max_length=32, blank=True, choices=[(b'', 'Manual'), (b'file', 'File, Directory or Script'), (b'scm', 'Sourced from a Project'), (b'ec2', 'Amazon EC2'), (b'gce', 'Google Compute Engine'), (b'azure', 'Microsoft Azure Classic (deprecated)'), (b'azure_rm', 'Microsoft Azure Resource Manager'), (b'vmware', 'VMware vCenter'), (b'satellite6', 'Red Hat Satellite 6'), (b'cloudforms', 'Red Hat CloudForms'), (b'openstack', 'OpenStack'), (b'custom', 'Custom Script')]),
+            field=models.CharField(default=b'', max_length=32, blank=True, choices=[(b'', 'Manual'), (b'file', 'File, Directory or Script'), (b'scm', 'Sourced from a Project'), (b'ec2', 'Amazon EC2'), (b'gce', 'Google Compute Engine'), (b'azure_rm', 'Microsoft Azure Resource Manager'), (b'vmware', 'VMware vCenter'), (b'satellite6', 'Red Hat Satellite 6'), (b'cloudforms', 'Red Hat CloudForms'), (b'openstack', 'OpenStack'), (b'custom', 'Custom Script')]),
         ),
         migrations.AlterField(
             model_name='inventoryupdate',
             name='source',
-            field=models.CharField(default=b'', max_length=32, blank=True, choices=[(b'', 'Manual'), (b'file', 'File, Directory or Script'), (b'scm', 'Sourced from a Project'), (b'ec2', 'Amazon EC2'), (b'gce', 'Google Compute Engine'), (b'azure', 'Microsoft Azure Classic (deprecated)'), (b'azure_rm', 'Microsoft Azure Resource Manager'), (b'vmware', 'VMware vCenter'), (b'satellite6', 'Red Hat Satellite 6'), (b'cloudforms', 'Red Hat CloudForms'), (b'openstack', 'OpenStack'), (b'custom', 'Custom Script')]),
+            field=models.CharField(default=b'', max_length=32, blank=True, choices=[(b'', 'Manual'), (b'file', 'File, Directory or Script'), (b'scm', 'Sourced from a Project'), (b'ec2', 'Amazon EC2'), (b'gce', 'Google Compute Engine'), (b'azure_rm', 'Microsoft Azure Resource Manager'), (b'vmware', 'VMware vCenter'), (b'satellite6', 'Red Hat Satellite 6'), (b'cloudforms', 'Red Hat CloudForms'), (b'openstack', 'OpenStack'), (b'custom', 'Custom Script')]),
         ),
         migrations.AlterField(
             model_name='inventorysource',
diff --git a/awx/main/migrations/0007_v320_data_migrations.py b/awx/main/migrations/0007_v320_data_migrations.py
index 2971dba213..9461e81bcb 100644
--- a/awx/main/migrations/0007_v320_data_migrations.py
+++ b/awx/main/migrations/0007_v320_data_migrations.py
@@ -11,6 +11,7 @@ from awx.main.migrations import _migration_utils as migration_utils
 from awx.main.migrations import _reencrypt as reencrypt
 from awx.main.migrations import _scan_jobs as scan_jobs
 from awx.main.migrations import _credentialtypes as credentialtypes
+from awx.main.migrations import _azure_credentials as azurecreds
 import awx.main.fields
 
 
@@ -24,6 +25,8 @@ class Migration(migrations.Migration):
         # Inventory Refresh
         migrations.RunPython(migration_utils.set_current_apps_for_migrations),
         migrations.RunPython(invsrc.remove_rax_inventory_sources),
+        migrations.RunPython(azurecreds.remove_azure_credentials),
+        migrations.RunPython(invsrc.remove_azure_inventory_sources),
         migrations.RunPython(invsrc.remove_inventory_source_with_no_inventory_link),
         migrations.RunPython(invsrc.rename_inventory_sources),
         migrations.RunPython(reencrypt.replace_aesecb_fernet),
diff --git a/awx/main/migrations/_azure_credentials.py b/awx/main/migrations/_azure_credentials.py
new file mode 100644
index 0000000000..93981ea8f9
--- /dev/null
+++ b/awx/main/migrations/_azure_credentials.py
@@ -0,0 +1,15 @@
+import logging
+
+from django.db.models import Q
+
+logger = logging.getLogger('awx.main.migrations')
+
+
+def remove_azure_credentials(apps, schema_editor):
+    '''Azure is not supported as of 3.2 and greater. Instead, azure_rm is
+    supported.
+    '''
+    Credential = apps.get_model('main', 'Credential')
+    logger.debug("Removing all Azure Credentials from database.")
+    Credential.objects.filter(kind='azure').delete()
+
diff --git a/awx/main/migrations/_inventory_source.py b/awx/main/migrations/_inventory_source.py
index baf5576e90..e2401ee3ae 100644
--- a/awx/main/migrations/_inventory_source.py
+++ b/awx/main/migrations/_inventory_source.py
@@ -51,3 +51,12 @@ def remove_inventory_source_with_no_inventory_link(apps, schema_editor):
     InventorySource = apps.get_model('main', 'InventorySource')
     logger.debug("Removing all InventorySource that have no link to an Inventory from database.")
     InventorySource.objects.filter(Q(inventory__organization=None) & Q(deprecated_group__inventory=None)).delete()
+
+
+def remove_azure_inventory_sources(apps, schema_editor):
+    '''Azure inventory sources are not supported since 3.2, remove them.
+    '''
+    InventorySource = apps.get_model('main', 'InventorySource')
+    logger.debug("Removing all Azure InventorySource from database.")
+    InventorySource.objects.filter(source='azure').delete()
+
diff --git a/awx/main/tests/functional/test_inventory_source_migration.py b/awx/main/tests/functional/test_inventory_source_migration.py
index 75d7a15704..9752a65579 100644
--- a/awx/main/tests/functional/test_inventory_source_migration.py
+++ b/awx/main/tests/functional/test_inventory_source_migration.py
@@ -35,3 +35,13 @@ def test_inv_src_rename(inventory_source_factory):
     inv_src01.refresh_from_db()
     # inv-is-t1 is generated in the inventory_source_factory
     assert inv_src01.name == 't1 - inv-is-t1 - 0'
+
+
+@pytest.mark.django_db
+def test_azure_inv_src_removal(inventory_source):
+    inventory_source.source = 'azure'
+    inventory_source.save()
+
+    assert InventorySource.objects.filter(pk=inventory_source.pk).exists()
+    invsrc.remove_azure_inventory_sources(apps, None)
+    assert not InventorySource.objects.filter(pk=inventory_source.pk).exists()