diff --git a/providers/amazon/tests/unit/amazon/aws/executors/batch/test_batch_executor.py b/providers/amazon/tests/unit/amazon/aws/executors/batch/test_batch_executor.py
index ed767fea187dd..0e7238945973f 100644
--- a/providers/amazon/tests/unit/amazon/aws/executors/batch/test_batch_executor.py
+++ b/providers/amazon/tests/unit/amazon/aws/executors/batch/test_batch_executor.py
@@ -28,7 +28,6 @@
 from botocore.exceptions import ClientError, NoCredentialsError
 from semver import VersionInfo
 
-from airflow.configuration import conf
 from airflow.executors.base_executor import BaseExecutor
 from airflow.models import TaskInstance
 from airflow.models.taskinstancekey import TaskInstanceKey
@@ -43,7 +42,7 @@
     CONFIG_GROUP_NAME,
     AllBatchConfigKeys,
 )
-from airflow.providers.common.compat.sdk import AirflowException
+from airflow.providers.common.compat.sdk import AirflowException, conf
 from airflow.utils.helpers import convert_camel_to_snake
 from airflow.utils.state import State
 from airflow.version import version as airflow_version_str
diff --git a/providers/common/ai/src/airflow/providers/common/ai/operators/agent.py b/providers/common/ai/src/airflow/providers/common/ai/operators/agent.py
index da8ecafc1c562..4278e02fbe14b 100644
--- a/providers/common/ai/src/airflow/providers/common/ai/operators/agent.py
+++ b/providers/common/ai/src/airflow/providers/common/ai/operators/agent.py
@@ -33,6 +33,7 @@
     AirflowOptionalProviderFeatureException,
     BaseOperator,
     BaseOperatorLink,
+    conf,
 )
 from airflow.providers.common.compat.version_compat import AIRFLOW_V_3_1_PLUS
 
@@ -65,8 +66,6 @@ def get_link(
             return ""
         from urllib.parse import urlparse
 
-        from airflow.configuration import conf
-
         base_url = conf.get("api", "base_url", fallback="/")
         if base_url.startswith(("http://", "https://")):
             base_path = urlparse(base_url).path.rstrip("/")
diff --git a/providers/common/ai/src/airflow/providers/common/ai/plugins/hitl_review.py b/providers/common/ai/src/airflow/providers/common/ai/plugins/hitl_review.py
index 773dcd2c86d2d..02d43c511f9d7 100644
--- a/providers/common/ai/src/airflow/providers/common/ai/plugins/hitl_review.py
+++ b/providers/common/ai/src/airflow/providers/common/ai/plugins/hitl_review.py
@@ -31,7 +31,6 @@
 
 from airflow.api_fastapi.auth.managers.models.resource_details import DagAccessEntity
 from airflow.api_fastapi.core_api.security import requires_access_dag
-from airflow.configuration import conf
 from airflow.models.taskinstance import TaskInstance as TI
 from airflow.models.xcom import XComModel
 from airflow.plugins_manager import AirflowPlugin
@@ -46,6 +45,7 @@
     HumanFeedbackRequest,
     SessionStatus,
 )
+from airflow.providers.common.compat.sdk import conf
 from airflow.utils.session import create_session
 from airflow.utils.state import TaskInstanceState
 
diff --git a/providers/keycloak/src/airflow/providers/keycloak/auth_manager/keycloak_auth_manager.py b/providers/keycloak/src/airflow/providers/keycloak/auth_manager/keycloak_auth_manager.py
index 9844873c031a6..a8cd683ef46ba 100644
--- a/providers/keycloak/src/airflow/providers/keycloak/auth_manager/keycloak_auth_manager.py
+++ b/providers/keycloak/src/airflow/providers/keycloak/auth_manager/keycloak_auth_manager.py
@@ -43,12 +43,7 @@
 
 from airflow.api_fastapi.common.types import MenuItem
 from airflow.cli.cli_config import CLICommand
-
-try:
-    from airflow.providers.common.compat.sdk import AirflowException, conf
-except ModuleNotFoundError:
-    from airflow.configuration import conf
-    from airflow.exceptions import AirflowException
+from airflow.providers.common.compat.sdk import AirflowException, conf
 from airflow.providers.keycloak.auth_manager.cache import single_flight
 from airflow.providers.keycloak.auth_manager.constants import (
     CONF_CLIENT_ID_KEY,
diff --git a/providers/microsoft/azure/src/airflow/providers/microsoft/azure/operators/powerbi.py b/providers/microsoft/azure/src/airflow/providers/microsoft/azure/operators/powerbi.py
index e48278de56c7c..a3f9792d45664 100644
--- a/providers/microsoft/azure/src/airflow/providers/microsoft/azure/operators/powerbi.py
+++ b/providers/microsoft/azure/src/airflow/providers/microsoft/azure/operators/powerbi.py
@@ -20,8 +20,12 @@
 from collections.abc import Sequence
 from typing import TYPE_CHECKING, Any
 
-from airflow.configuration import conf
-from airflow.providers.common.compat.sdk import AirflowException, BaseOperator, BaseOperatorLink
+from airflow.providers.common.compat.sdk import (
+    AirflowException,
+    BaseOperator,
+    BaseOperatorLink,
+    conf,
+)
 from airflow.providers.microsoft.azure.hooks.powerbi import PowerBIHook
 from airflow.providers.microsoft.azure.triggers.powerbi import (
     PowerBIDatasetListTrigger,