diff --git a/tests/litellm/proxy/test_litellm_pre_call_utils.py b/tests/litellm/proxy/test_litellm_pre_call_utils.py
new file mode 100644
index 0000000000..5124b6d259
--- /dev/null
+++ b/tests/litellm/proxy/test_litellm_pre_call_utils.py
@@ -0,0 +1,61 @@
+import json
+import os
+import sys
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from litellm.proxy._types import UserAPIKeyAuth
+from litellm.proxy.litellm_pre_call_utils import (
+    _get_enforced_params,
+    check_if_token_is_service_account,
+)
+
+sys.path.insert(
+    0, os.path.abspath("../../..")
+)  # Adds the parent directory to the system path
+
+
+def test_check_if_token_is_service_account():
+    """
+    Test that only keys with `service_account_id` in metadata are considered service accounts
+    """
+    # Test case 1: Service account token
+    service_account_token = UserAPIKeyAuth(
+        api_key="test-key", metadata={"service_account_id": "test-service-account"}
+    )
+    assert check_if_token_is_service_account(service_account_token) == True
+
+    # Test case 2: Regular user token
+    regular_token = UserAPIKeyAuth(api_key="test-key", metadata={})
+    assert check_if_token_is_service_account(regular_token) == False
+
+    # Test case 3: Token with other metadata
+    other_metadata_token = UserAPIKeyAuth(
+        api_key="test-key", metadata={"user_id": "test-user"}
+    )
+    assert check_if_token_is_service_account(other_metadata_token) == False
+
+
+def test_get_enforced_params_for_service_account_settings():
+    """
+    Test that service account enforced params are only added to service account keys
+    """
+    service_account_token = UserAPIKeyAuth(
+        api_key="test-key", metadata={"service_account_id": "test-service-account"}
+    )
+    general_settings_with_service = {
+        "enforced_params": ["user"],
+        "service_account_settings": {"enforced_params": ["metadata.service"]},
+    }
+    result = _get_enforced_params(
+        general_settings=general_settings_with_service,
+        user_api_key_dict=service_account_token,
+    )
+    assert result == ["user", "metadata.service"]
+
+    regular_token = UserAPIKeyAuth(api_key="test-key", metadata={})
+    result = _get_enforced_params(
+        general_settings=general_settings_with_service, user_api_key_dict=regular_token
+    )
+    assert result == ["user"]