diff --git a/sagemaker-core/src/sagemaker/core/experiments/experiment.py b/sagemaker-core/src/sagemaker/core/experiments/experiment.py
index e0cf35599e..f555c44642 100644
--- a/sagemaker-core/src/sagemaker/core/experiments/experiment.py
+++ b/sagemaker-core/src/sagemaker/core/experiments/experiment.py
@@ -21,6 +21,8 @@
 from sagemaker.core.experiments.trial import _Trial
 from sagemaker.core.experiments.trial_component import _TrialComponent
 from sagemaker.core.common_utils import format_tags
+from sagemaker.core.telemetry.telemetry_logging import _telemetry_emitter
+from sagemaker.core.telemetry.constants import Feature
 
 
 class Experiment(_base_types.Record):
@@ -93,6 +95,7 @@ def load(cls, experiment_name, sagemaker_session=None):
         )
 
     @classmethod
+    @_telemetry_emitter(feature=Feature.MLOPS, func_name="experiment.create")
     def create(
         cls,
         experiment_name,
diff --git a/sagemaker-core/src/sagemaker/core/jumpstart/models.py b/sagemaker-core/src/sagemaker/core/jumpstart/models.py
index 05021ed9d2..1e87627821 100644
--- a/sagemaker-core/src/sagemaker/core/jumpstart/models.py
+++ b/sagemaker-core/src/sagemaker/core/jumpstart/models.py
@@ -398,6 +398,7 @@ class CapabilityEnum(StrEnum):
     TRAINING = "TRAINING"
     FINE_TUNING = "FINE_TUNING"
     VALIDATION = "VALIDATION"
+    INCREMENTAL_TRAINING = "INCREMENTAL_TRAINING"
 
 
 class DemoNotebookModel(BaseConfig):
diff --git a/sagemaker-core/src/sagemaker/core/telemetry/constants.py b/sagemaker-core/src/sagemaker/core/telemetry/constants.py
index 20f05706f2..5f6b6ff607 100644
--- a/sagemaker-core/src/sagemaker/core/telemetry/constants.py
+++ b/sagemaker-core/src/sagemaker/core/telemetry/constants.py
@@ -22,14 +22,12 @@
 class Feature(Enum):
     """Enumeration of feature names used in telemetry."""
 
-    SDK_DEFAULTS = 1
-    LOCAL_MODE = 2
-    REMOTE_FUNCTION = 3
-    MODEL_TRAINER = 4
-    ESTIMATOR = 5
-    HYPERPOD = 6  # Added to support telemetry in sagemaker-hyperpod-cli
-    HYPERPOD_CLI = 7  # Added to support telemetry in sagemaker-hyperpod-cli
-    MODEL_CUSTOMIZATION = 8
+    SDK_DEFAULTS = 11
+    LOCAL_MODE = 12
+    REMOTE_FUNCTION = 13
+    MODEL_TRAINER = 14
+    MODEL_CUSTOMIZATION = 15
+    MLOPS = 16
 
     def __str__(self):  # pylint: disable=E0307
         """Return the feature name."""
diff --git a/sagemaker-core/src/sagemaker/core/telemetry/telemetry_logging.py b/sagemaker-core/src/sagemaker/core/telemetry/telemetry_logging.py
index 65d3a83900..728c8c2d5b 100644
--- a/sagemaker-core/src/sagemaker/core/telemetry/telemetry_logging.py
+++ b/sagemaker-core/src/sagemaker/core/telemetry/telemetry_logging.py
@@ -50,11 +50,12 @@
 )
 
 FEATURE_TO_CODE = {
-    str(Feature.SDK_DEFAULTS): 1,
-    str(Feature.LOCAL_MODE): 2,
-    str(Feature.REMOTE_FUNCTION): 3,
-    str(Feature.MODEL_TRAINER): 4,
-    str(Feature.MODEL_CUSTOMIZATION): 8,
+    str(Feature.SDK_DEFAULTS): 11,
+    str(Feature.LOCAL_MODE): 12,
+    str(Feature.REMOTE_FUNCTION): 13,
+    str(Feature.MODEL_TRAINER): 14,
+    str(Feature.MODEL_CUSTOMIZATION): 15,
+    str(Feature.MLOPS): 16,
 }
 
 STATUS_TO_CODE = {
diff --git a/sagemaker-core/tests/unit/telemetry/test_telemetry_logging.py b/sagemaker-core/tests/unit/telemetry/test_telemetry_logging.py
index 8c0244a5c3..41af998d73 100644
--- a/sagemaker-core/tests/unit/telemetry/test_telemetry_logging.py
+++ b/sagemaker-core/tests/unit/telemetry/test_telemetry_logging.py
@@ -155,7 +155,7 @@ def test_telemetry_emitter_decorator_success(
         )
 
         mock_send_telemetry_request.assert_called_once_with(
-            1, [1, 2], MOCK_SESSION, None, None, expected_extra_str
+            1, [11, 12], MOCK_SESSION, None, None, expected_extra_str
         )
 
     @pytest.mark.skipif(
diff --git a/sagemaker-mlops/src/sagemaker/mlops/workflow/pipeline.py b/sagemaker-mlops/src/sagemaker/mlops/workflow/pipeline.py
index 144726f690..3a389344ca 100644
--- a/sagemaker-mlops/src/sagemaker/mlops/workflow/pipeline.py
+++ b/sagemaker-mlops/src/sagemaker/mlops/workflow/pipeline.py
@@ -69,6 +69,8 @@
 )
 from sagemaker.core.workflow.utilities import list_to_request
 from sagemaker.mlops.workflow._steps_compiler import StepsCompiler
+from sagemaker.core.telemetry.telemetry_logging import _telemetry_emitter
+from sagemaker.core.telemetry.constants import Feature
 
 logger = logging.getLogger(__name__)
 
@@ -139,6 +141,7 @@ def latest_pipeline_version_id(self):
         else:
             return summaries[0].get("PipelineVersionId")
 
+    @_telemetry_emitter(feature=Feature.MLOPS, func_name="pipeline.create")
     def create(
         self,
         role_arn: str = None,
@@ -348,6 +351,7 @@ def delete(self) -> Dict[str, Any]:
         )
         return self.sagemaker_session.sagemaker_client.delete_pipeline(PipelineName=self.name)
 
+    @_telemetry_emitter(feature=Feature.MLOPS, func_name="pipeline.start")
     def start(
         self,
         parameters: Dict[str, Union[str, bool, int, float]] = None,
diff --git a/sagemaker-mlops/tests/unit/workflow/test_pipeline.py b/sagemaker-mlops/tests/unit/workflow/test_pipeline.py
index 1550a95c36..7f227f53b6 100644
--- a/sagemaker-mlops/tests/unit/workflow/test_pipeline.py
+++ b/sagemaker-mlops/tests/unit/workflow/test_pipeline.py
@@ -26,6 +26,7 @@ def mock_session():
     session.boto_session.client.return_value = Mock()
     session.sagemaker_client = Mock()
     session.local_mode = False
+    session.sagemaker_config = {}
     return session
 
 
diff --git a/sagemaker-mlops/tests/unit/workflow/test_pipeline_class.py b/sagemaker-mlops/tests/unit/workflow/test_pipeline_class.py
index e45fccab42..59502bed3f 100644
--- a/sagemaker-mlops/tests/unit/workflow/test_pipeline_class.py
+++ b/sagemaker-mlops/tests/unit/workflow/test_pipeline_class.py
@@ -34,6 +34,7 @@ def mock_session():
     session.boto_session = Mock()
     session.boto_session.client = Mock(return_value=Mock())
     session.local_mode = False
+    session.sagemaker_config = {}
     session._append_sagemaker_config_tags = Mock(return_value=[])
     return session