diff --git a/src/kili/domain/asset/asset.py b/src/kili/domain/asset/asset.py
index f1a98853f..57de34dd2 100644
--- a/src/kili/domain/asset/asset.py
+++ b/src/kili/domain/asset/asset.py
@@ -17,7 +17,10 @@
 
 AssetStatus = Literal["TODO", "ONGOING", "LABELED", "REVIEWED", "TO_REVIEW"]
 
-StatusInStep = Literal["TO_DO", "DOING", "PARTIALLY_DONE", "REDO", "DONE", "SKIPPED"]
+# DOING and REDO are depreacated but still supported for backward compatibility. They will be removed in the future.
+StatusInStep = Literal[
+    "TO_DO", "DOING", "IN_PROGRESS", "PARTIALLY_DONE", "REWORK", "REDO", "DONE", "SKIPPED"
+]
 
 
 @dataclass
diff --git a/src/kili/llm/presentation/client/llm.py b/src/kili/llm/presentation/client/llm.py
index 28cbb7d69..654ad36b5 100644
--- a/src/kili/llm/presentation/client/llm.py
+++ b/src/kili/llm/presentation/client/llm.py
@@ -98,8 +98,8 @@ def export(
             step_name_in: Returned assets are in a step whose name belong to that list, if given.
                 Only applicable if the project is in WorkflowV2.
             step_status_in: Returned assets have the status of their step that belongs to that list, if given.
-                Possible choices: `TO_DO`, `DOING`, `PARTIALLY_DONE`, `REDO`, `DONE`, `SKIPPED`.
-                Only applicable if the project is in WorkflowV2.
+                Possible choices: `TO_DO`, `DOING`, `IN_PROGRESS`, `PARTIALLY_DONE`, `REWORK`, `REDO`, `DONE`, `SKIPPED` .
+                Only applicable if the project is in WorkflowV2. Note that `DOING` and `REDO` are deprecated, use `IN_PROGRESS` and `REWORK` instead.
         !!! Example
             ```python
             kili.llm.export("your_project_id")
@@ -108,6 +108,19 @@ def export(
         if asset_ids and external_ids:
             raise ValueError("You cannot provide both asset_ids and external_ids")
 
+        if step_status_in is not None and "DOING" in step_status_in:
+            warnings.warn(
+                "Step status 'DOING' is deprecated, use 'IN_PROGRESS' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+        if step_status_in is not None and "REDO" in step_status_in:
+            warnings.warn(
+                "Step status 'REDO' is deprecated, use 'REWORK' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+
         if external_ids is not None and asset_ids is None:
             id_map = AssetUseCasesUtils(self.kili_api_gateway).infer_ids_from_external_ids(
                 asset_external_ids=cast(list[AssetExternalId], external_ids),
diff --git a/src/kili/presentation/client/asset.py b/src/kili/presentation/client/asset.py
index 93c9cc511..84f38138d 100644
--- a/src/kili/presentation/client/asset.py
+++ b/src/kili/presentation/client/asset.py
@@ -385,8 +385,8 @@ def assets(
             step_status_in: Returned assets have the status in their step that belongs to that list, if given.
                 Only applicable if the project is in WorkflowV2.
             step_status_not_in: Returned assets have the status in their step that does not belong to that list, if given.
-                Possible choices: `TO_DO`, `DOING`, `PARTIALLY_DONE`, `REDO`, `DONE`, `SKIPPED`.
-                Only applicable if the project is in WorkflowV2.
+                Possible choices: `TO_DO`, `DOING`, `IN_PROGRESS`, `PARTIALLY_DONE`, `REWORK`, `REDO`, `DONE`, `SKIPPED` .
+                Only applicable if the project is in WorkflowV2. Note that `DOING` and `REDO` are deprecated, use `IN_PROGRESS` and `REWORK` instead.
 
         !!! info "Dates format"
             Date strings should have format: "YYYY-MM-DD"
@@ -447,6 +447,23 @@ def assets(
                 stacklevel=1,
             )
 
+        if (step_status_in is not None and "DOING" in step_status_in) or (
+            step_status_not_in is not None and "DOING" in step_status_not_in
+        ):
+            warnings.warn(
+                "Step status 'DOING' is deprecated, use 'IN_PROGRESS' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+        if (step_status_in is not None and "REDO" in step_status_in) or (
+            step_status_not_in is not None and "REDO" in step_status_not_in
+        ):
+            warnings.warn(
+                "Step status 'REDO' is deprecated, use 'REWORK' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+
         _warn_deprecated_gt_lt_args(
             consensus_mark_gt=consensus_mark_gt,
             consensus_mark_lt=consensus_mark_lt,
@@ -719,11 +736,11 @@ def count_assets(
             step_name_not_in: Returned assets are in a step whose name does not belong to that list, if given.
                 Only applicable if the project is in WorkflowV2.
             step_status_in: Returned assets have the status of their step that belongs to that list, if given.
-                Possible choices: `TO_DO`, `DOING`, `PARTIALLY_DONE`, `REDO`, `DONE`, `SKIPPED`.
-                Only applicable if the project is in WorkflowV2.
+                Possible choices: `TO_DO`, `DOING`, `IN_PROGRESS`, `PARTIALLY_DONE`, `REWORK`, `REDO`, `DONE`, `SKIPPED`.
+                Only applicable if the project is in WorkflowV2. Note that `DOING` and `REDO` are deprecated, use `IN_PROGRESS` and `REWORK` instead.
             step_status_not_in: Returned assets have the status of their step that does not belong to that list, if given.
-                Possible choices: `TO_DO`, `DOING`, `PARTIALLY_DONE`, `REDO`, `DONE`, `SKIPPED`.
-                Only applicable if the project is in WorkflowV2.
+                Possible choices: `TO_DO`, `DOING`, `IN_PROGRESS`, `PARTIALLY_DONE`, `REWORK`, `REDO`, `DONE`, `SKIPPED`.
+                Only applicable if the project is in WorkflowV2. Note that `DOING` and `REDO` are deprecated, use `IN_PROGRESS` and `REWORK` instead.
             step_name_and_status_in: Returned assets match at least one of the given (step_name, step_status) pairs.
                 Only applicable if the project is in WorkflowV2.
             step_name_and_status_not_in: Returned assets do not match any of the given (step_name, step_status) pairs.
@@ -756,6 +773,23 @@ def count_assets(
                 stacklevel=1,
             )
 
+        if (step_status_in is not None and "DOING" in step_status_in) or (
+            step_status_not_in is not None and "DOING" in step_status_not_in
+        ):
+            warnings.warn(
+                "Step status 'DOING' is deprecated, use 'IN_PROGRESS' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+        if (step_status_in is not None and "REDO" in step_status_in) or (
+            step_status_not_in is not None and "REDO" in step_status_not_in
+        ):
+            warnings.warn(
+                "Step status 'REDO' is deprecated, use 'REWORK' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+
         _warn_deprecated_gt_lt_args(
             consensus_mark_gt=consensus_mark_gt,
             consensus_mark_lt=consensus_mark_lt,
diff --git a/src/kili/presentation/client/label.py b/src/kili/presentation/client/label.py
index ca38d21e0..034513bd2 100644
--- a/src/kili/presentation/client/label.py
+++ b/src/kili/presentation/client/label.py
@@ -102,8 +102,8 @@ def count_labels(
             asset_step_name_in: Returned assets are in a step whose name belong to that list, if given.
                 Only applicable if the project is in WorkflowV2.
             asset_step_status_in: Returned assets have the status of their step that belongs to that list, if given.
-                Possible choices: `TO_DO`, `DOING`, `PARTIALLY_DONE`, `REDO`, `DONE`, `SKIPPED`.
-                Only applicable if the project is in WorkflowV2.
+                Possible choices: `TO_DO`, `DOING`, `IN_PROGRESS`, `PARTIALLY_DONE`, `REWORK`, `REDO`, `DONE`, `SKIPPED`.
+                Only applicable if the project is in WorkflowV2. Note that `DOING` and `REDO` are deprecated, use `IN_PROGRESS` and `REWORK` instead.
             author_in: Returned labels should have been made by authors in that list, if given.
                 An author can be designated by the first name, the last name, or the first name + last name.
             created_at: Returned labels should have a label whose creation date is equal to this date.
@@ -126,6 +126,19 @@ def count_labels(
         if category_search:
             validate_category_search_query(category_search)
 
+        if asset_step_status_in is not None and "DOING" in asset_step_status_in:
+            warnings.warn(
+                "Step status 'DOING' is deprecated, use 'IN_PROGRESS' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+        if asset_step_status_in is not None and "REDO" in asset_step_status_in:
+            warnings.warn(
+                "Step status 'REDO' is deprecated, use 'REWORK' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+
         asset_step_id_in = None
         if (
             asset_status_in is not None
@@ -401,8 +414,8 @@ def labels(
             asset_step_name_in: Returned assets are in a step whose name belong to that list, if given.
                 Only applicable if the project is in WorkflowV2.
             asset_step_status_in: Returned assets have the status of their step that belongs to that list, if given.
-                Possible choices: `TO_DO`, `DOING`, `PARTIALLY_DONE`, `REDO`, `DONE`, `SKIPPED`.
-                Only applicable if the project is in WorkflowV2.
+                Possible choices: `TO_DO`, `DOING`, `IN_PROGRESS`, `PARTIALLY_DONE`, `REWORK`, `REDO`, `DONE`, `SKIPPED`.
+                Only applicable if the project is in WorkflowV2. Note that `DOING` and `REDO` are deprecated, use `IN_PROGRESS` and `REWORK` instead.
             author_in: Returned labels should have been made by authors in that list, if given.
                 An author can be designated by the first name, the last name, or the first name + last name.
             created_at: Returned labels should have their creation date equal to this date.
@@ -455,6 +468,19 @@ def labels(
         if category_search:
             validate_category_search_query(category_search)
 
+        if asset_step_status_in is not None and "DOING" in asset_step_status_in:
+            warnings.warn(
+                "Step status 'DOING' is deprecated, use 'IN_PROGRESS' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+        if asset_step_status_in is not None and "REDO" in asset_step_status_in:
+            warnings.warn(
+                "Step status 'REDO' is deprecated, use 'REWORK' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+
         disable_tqdm = resolve_disable_tqdm(disable_tqdm, getattr(self, "disable_tqdm", None))
         disable_tqdm = disable_tqdm_if_as_generator(as_generator, disable_tqdm)
         options = QueryOptions(disable_tqdm, first, skip)
@@ -650,8 +676,8 @@ def predictions(
             asset_step_name_in: Returned assets are in a step whose name belong to that list, if given.
                 Only applicable if the project is in WorkflowV2.
             asset_step_status_in: Returned assets have the status of their step that belongs to that list, if given.
-                Possible choices: `TO_DO`, `DOING`, `PARTIALLY_DONE`, `REDO`, `DONE`, `SKIPPED`.
-                Only applicable if the project is in WorkflowV2.
+                Possible choices: `TO_DO`, `DOING`, `IN_PROGRESS`, `PARTIALLY_DONE`, `REWORK`, `REDO`, `DONE`, `SKIPPED`.
+                Only applicable if the project is in WorkflowV2. Note that `DOING` and `REDO` are deprecated, use `IN_PROGRESS` and `REWORK` instead.
             author_in: Returned labels should have been made by authors in that list, if given.
                 An author can be designated by the first name, the last name, or the first name + last name.
             created_at: Returned labels should have a label whose creation date is equal to this date.
@@ -676,6 +702,19 @@ def predictions(
         Examples:
             >>> kili.predictions(project_id=project_id) # returns a list of prediction labels of a project
         """
+        if asset_step_status_in is not None and "DOING" in asset_step_status_in:
+            warnings.warn(
+                "Step status 'DOING' is deprecated, use 'IN_PROGRESS' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+        if asset_step_status_in is not None and "REDO" in asset_step_status_in:
+            warnings.warn(
+                "Step status 'REDO' is deprecated, use 'REWORK' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+
         if as_generator:
             return self.labels(
                 project_id=project_id,
@@ -843,8 +882,8 @@ def inferences(
             asset_step_name_in: Returned assets are in a step whose name belong to that list, if given.
                 Only applicable if the project is in WorkflowV2.
             asset_step_status_in: Returned assets have the status of their step that belongs to that list, if given.
-                Possible choices: `TO_DO`, `DOING`, `PARTIALLY_DONE`, `REDO`, `DONE`, `SKIPPED`.
-                Only applicable if the project is in WorkflowV2.
+                Possible choices: `TO_DO`, `DOING`, `IN_PROGRESS`, `PARTIALLY_DONE`, `REWORK`, `REDO`, `DONE`, `SKIPPED`.
+                Only applicable if the project is in WorkflowV2. Note that `DOING` and `REDO` are deprecated, use `IN_PROGRESS` and `REWORK` instead.
             author_in: Returned labels should have been made by authors in that list, if given.
                 An author can be designated by the first name, the last name, or the first name + last name.
             created_at: Returned labels should have a label whose creation date is equal to this date.
@@ -869,6 +908,19 @@ def inferences(
         Examples:
             >>> kili.inferences(project_id=project_id) # returns a list of inference labels of a project
         """
+        if asset_step_status_in is not None and "DOING" in asset_step_status_in:
+            warnings.warn(
+                "Step status 'DOING' is deprecated, use 'IN_PROGRESS' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+        if asset_step_status_in is not None and "REDO" in asset_step_status_in:
+            warnings.warn(
+                "Step status 'REDO' is deprecated, use 'REWORK' instead",
+                DeprecationWarning,
+                stacklevel=1,
+            )
+
         if as_generator:
             return self.labels(
                 project_id=project_id,