diff --git a/providers/segment/pyproject.toml b/providers/segment/pyproject.toml
index d48ad31958ab0..88dca1c40d98f 100644
--- a/providers/segment/pyproject.toml
+++ b/providers/segment/pyproject.toml
@@ -58,6 +58,7 @@ requires-python = ">=3.10"
 # After you modify the dependencies, and rebuild your Breeze CI image with ``breeze ci-image build``
 dependencies = [
     "apache-airflow>=2.10.0",
+    "apache-airflow-providers-common-compat>=1.7.4",  # + TODO: bump to next version
     # segment-analytics-python is in mantaincnce mode.
     # Review changing to https://github.com/segmentio/public-api-sdk-python when ready? (currently in beta)
     "segment-analytics-python>=2.3.0",
@@ -68,6 +69,7 @@ dev = [
     "apache-airflow",
     "apache-airflow-task-sdk",
     "apache-airflow-devel-common",
+    "apache-airflow-providers-common-compat",
     # Additional devel dependencies (do not remove this line and add extra development dependencies)
 ]
 
diff --git a/providers/segment/src/airflow/providers/segment/hooks/segment.py b/providers/segment/src/airflow/providers/segment/hooks/segment.py
index 8928e1968f95d..a39e7d3df983a 100644
--- a/providers/segment/src/airflow/providers/segment/hooks/segment.py
+++ b/providers/segment/src/airflow/providers/segment/hooks/segment.py
@@ -27,7 +27,7 @@
 import segment.analytics as analytics
 
 from airflow.exceptions import AirflowException
-from airflow.providers.segment.version_compat import BaseHook
+from airflow.providers.common.compat.sdk import BaseHook
 
 
 class SegmentHook(BaseHook):
diff --git a/providers/segment/src/airflow/providers/segment/operators/segment_track_event.py b/providers/segment/src/airflow/providers/segment/operators/segment_track_event.py
index d888da753be64..3e853177214e3 100644
--- a/providers/segment/src/airflow/providers/segment/operators/segment_track_event.py
+++ b/providers/segment/src/airflow/providers/segment/operators/segment_track_event.py
@@ -20,11 +20,11 @@
 from collections.abc import Sequence
 from typing import TYPE_CHECKING
 
+from airflow.providers.common.compat.sdk import BaseOperator
 from airflow.providers.segment.hooks.segment import SegmentHook
-from airflow.providers.segment.version_compat import BaseOperator
 
 if TYPE_CHECKING:
-    from airflow.providers.segment.version_compat import Context
+    from airflow.providers.common.compat.sdk import Context
 
 
 class SegmentTrackEventOperator(BaseOperator):
diff --git a/providers/segment/src/airflow/providers/segment/version_compat.py b/providers/segment/src/airflow/providers/segment/version_compat.py
index 75318bdbe64bc..a4fae50317e81 100644
--- a/providers/segment/src/airflow/providers/segment/version_compat.py
+++ b/providers/segment/src/airflow/providers/segment/version_compat.py
@@ -35,22 +35,7 @@ def get_base_airflow_version_tuple() -> tuple[int, int, int]:
 AIRFLOW_V_3_0_PLUS = get_base_airflow_version_tuple() >= (3, 0, 0)
 AIRFLOW_V_3_1_PLUS: bool = get_base_airflow_version_tuple() >= (3, 1, 0)
 
-if AIRFLOW_V_3_0_PLUS:
-    from airflow.sdk import BaseOperator
-    from airflow.sdk.definitions.context import Context
-else:
-    from airflow.models import BaseOperator
-    from airflow.utils.context import Context
-
-if AIRFLOW_V_3_1_PLUS:
-    from airflow.sdk import BaseHook
-else:
-    from airflow.hooks.base import BaseHook  # type: ignore[attr-defined,no-redef]
-
-# Explicitly export these imports to protect them from being removed by linters
 __all__ = [
     "AIRFLOW_V_3_0_PLUS",
-    "BaseHook",
-    "BaseOperator",
-    "Context",
+    "AIRFLOW_V_3_1_PLUS",
 ]