diff --git a/backend/adapter_processor_v2/models.py b/backend/adapter_processor_v2/models.py
index 61a3fe9b0e..5e726ee67a 100644
--- a/backend/adapter_processor_v2/models.py
+++ b/backend/adapter_processor_v2/models.py
@@ -58,11 +58,13 @@ class AdapterInstance(DefaultOrganizationMixin, BaseModel):
         null=False,
         blank=False,
         db_comment="Name of the Adapter Instance",
+        help_text="Display name for the adapter instance",
     )
     adapter_id = models.CharField(
         max_length=ADAPTER_ID_LENGTH,
         default="",
         db_comment="Unique identifier of the Adapter",
+        help_text="Adapter type identifier (e.g. openai|uuid)",
     )
 
     # TODO to be removed once the migration for encryption
@@ -77,6 +79,7 @@ class AdapterInstance(DefaultOrganizationMixin, BaseModel):
     adapter_type = models.CharField(
         choices=[(tag.value, tag.name) for tag in AdapterTypes],
         db_comment="Type of adapter LLM/EMBEDDING/VECTOR_DB",
+        help_text="Adapter category: LLM, EMBEDDING, VECTOR_DB, or X2TEXT",
     )
     created_by = models.ForeignKey(
         User,
@@ -84,6 +87,7 @@ class AdapterInstance(DefaultOrganizationMixin, BaseModel):
         related_name="adapters_created",
         null=True,
         blank=True,
+        help_text="User who created this resource",
     )
     modified_by = models.ForeignKey(
         User,
@@ -91,15 +95,18 @@ class AdapterInstance(DefaultOrganizationMixin, BaseModel):
         related_name="adapters_modified",
         null=True,
         blank=True,
+        help_text="User who last modified this resource",
     )
 
     is_active = models.BooleanField(
         default=False,
         db_comment="Is the adapter instance currently being used",
+        help_text="Whether the adapter is active",
     )
     shared_to_org = models.BooleanField(
         default=False,
         db_comment="Is the adapter shared to entire org",
+        help_text="Whether shared with entire organization",
     )
 
     is_friction_less = models.BooleanField(
@@ -131,7 +138,12 @@ class AdapterInstance(DefaultOrganizationMixin, BaseModel):
     # Introduced field to establish M2M relation between users and adapters.
     # This will introduce intermediary table which relates both the models.
     shared_users = models.ManyToManyField(User, related_name="shared_adapters_instance")
-    description = models.TextField(blank=True, null=True, default=None)
+    description = models.TextField(
+        blank=True,
+        null=True,
+        default=None,
+        help_text="Optional description",
+    )
 
     objects = AdapterInstanceModelManager()
 
diff --git a/backend/adapter_processor_v2/serializers.py b/backend/adapter_processor_v2/serializers.py
index 1d931f1266..e246e4c173 100644
--- a/backend/adapter_processor_v2/serializers.py
+++ b/backend/adapter_processor_v2/serializers.py
@@ -27,6 +27,20 @@ class BaseAdapterSerializer(AuditSerializer):
     class Meta:
         model = AdapterInstance
         fields = "__all__"
+        extra_kwargs = {
+            "adapter_name": {
+                "help_text": "Display name for the adapter",
+            },
+            "adapter_id": {
+                "help_text": "Adapter type identifier (e.g. openai|uuid)",
+            },
+            "adapter_type": {
+                "help_text": "LLM, EMBEDDING, VECTOR_DB, or X2TEXT",
+            },
+            "description": {
+                "help_text": "Optional description",
+            },
+        }
 
 
 class DefaultAdapterSerializer(serializers.Serializer):
@@ -36,11 +50,6 @@ class DefaultAdapterSerializer(serializers.Serializer):
 
 
 class AdapterInstanceSerializer(BaseAdapterSerializer):
-    """Inherits BaseAdapterSerializer.
-
-    Used for CRUD other than listing
-    """
-
     def to_internal_value(self, data: dict[str, Any]) -> dict[str, Any]:
         if data.get(AdapterKeys.ADAPTER_METADATA, None):
             encryption_secret: str = settings.ENCRYPTION_KEY
@@ -127,11 +136,6 @@ def get_context_window_size(self, obj: AdapterInstance) -> int:
 
 
 class AdapterListSerializer(BaseAdapterSerializer):
-    """Inherits BaseAdapterSerializer.
-
-    Used for listing adapters
-    """
-
     class Meta(BaseAdapterSerializer.Meta):
         model = AdapterInstance
         fields = (
@@ -184,11 +188,6 @@ def to_representation(self, instance: AdapterInstance) -> dict[str, str]:
 
 
 class SharedUserListSerializer(BaseAdapterSerializer):
-    """Inherits BaseAdapterSerializer.
-
-    Used for listing adapter users
-    """
-
     shared_users = UserSerializer(many=True)
     created_by = UserSerializer()
 
diff --git a/backend/adapter_processor_v2/views.py b/backend/adapter_processor_v2/views.py
index 3e59d12594..f1236ba3fc 100644
--- a/backend/adapter_processor_v2/views.py
+++ b/backend/adapter_processor_v2/views.py
@@ -6,6 +6,7 @@
 from django.db.models import ProtectedError, QuerySet
 from django.http import HttpRequest
 from django.http.response import HttpResponse
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from permissions.permission import (
     IsFrictionLessAdapter,
     IsFrictionLessAdapterDelete,
@@ -52,10 +53,15 @@
 logger = logging.getLogger(__name__)
 
 
+@extend_schema(tags=["Adapters"])
 class DefaultAdapterViewSet(ModelViewSet):
     versioning_class = URLPathVersioning
     serializer_class = DefaultAdapterSerializer
 
+    @extend_schema(
+        summary="Configure default adapter triad",
+        description="Sets the default LLM, embedding, and vector DB adapters for the current user.",
+    )
     def configure_default_triad(
         self, request: Request, *args: tuple[Any], **kwargs: dict[str, Any]
     ) -> HttpResponse:
@@ -66,6 +72,11 @@ def configure_default_triad(
         AdapterProcessor.set_default_triad(default_triad, request.user)
         return Response(status=status.HTTP_200_OK)
 
+    @extend_schema(
+        summary="Get default adapter triad",
+        description="Returns the current user's default adapter configuration "
+        "(LLM, embedding, vector DB, text extractor).",
+    )
     def get_default_triad(
         self, request: Request, *args: tuple[Any], **kwargs: dict[str, Any]
     ) -> HttpResponse:
@@ -84,10 +95,16 @@ def get_default_triad(
             return Response(status=status.HTTP_200_OK, data={})
 
 
+@extend_schema(tags=["Adapters"])
 class AdapterViewSet(GenericViewSet):
     versioning_class = URLPathVersioning
     serializer_class = TestAdapterSerializer
 
+    @extend_schema(
+        summary="List supported adapters by type",
+        description="Returns all supported adapter implementations for the given type. "
+        "Query param: adapter_type (LLM|EMBEDDING|VECTOR_DB|X2TEXT|OCR).",
+    )
     def list(
         self, request: Request, *args: tuple[Any], **kwargs: dict[str, Any]
     ) -> HttpResponse:
@@ -107,6 +124,11 @@ def list(
             else:
                 raise InValidType
 
+    @extend_schema(
+        summary="Get adapter JSON schema",
+        description="Returns the JSON configuration schema for a specific adapter. "
+        "Query param: id (adapter identifier).",
+    )
     def get_adapter_schema(
         self, request: Request, *args: tuple[Any], **kwargs: dict[str, Any]
     ) -> HttpResponse:
@@ -117,6 +139,11 @@ def get_adapter_schema(
             json_schema = AdapterProcessor.get_json_schema(adapter_id=adapter_name)
             return Response(data=json_schema, status=status.HTTP_200_OK)
 
+    @extend_schema(
+        summary="Test adapter connection",
+        description="Tests adapter connectivity with the provided credentials. "
+        "Returns {is_valid: true/false}.",
+    )
     def test(self, request: Request) -> Response:
         """Tests the connector against the credentials passed."""
         serializer: AdapterInstanceSerializer = self.get_serializer(data=request.data)
@@ -135,6 +162,33 @@ def test(self, request: Request) -> Response:
         )
 
 
+@extend_schema_view(
+    list=extend_schema(
+        summary="List adapter instances",
+        description="Returns adapter instances. "
+        "Supports `?adapter_type=LLM|EMBEDDING|VECTOR_DB|X2TEXT` filter.",
+        tags=["Adapters"],
+    ),
+    create=extend_schema(
+        summary="Create an adapter instance",
+        description="Create a new adapter with credentials. "
+        "Automatically sets as default if no default exists for the adapter type.",
+        tags=["Adapters"],
+    ),
+    retrieve=extend_schema(summary="Get adapter details", tags=["Adapters"]),
+    update=extend_schema(summary="Update an adapter", tags=["Adapters"]),
+    partial_update=extend_schema(
+        summary="Partially update an adapter",
+        description="Update specific fields. Commonly used for `shared_users` updates.",
+        tags=["Adapters"],
+    ),
+    destroy=extend_schema(
+        summary="Delete an adapter",
+        description="Deletes the adapter. Cannot delete a default adapter "
+        "or one in use by workflows.",
+        tags=["Adapters"],
+    ),
+)
 class AdapterInstanceViewSet(ModelViewSet):
     serializer_class = AdapterInstanceSerializer
 
@@ -380,6 +434,12 @@ def partial_update(
 
         return response
 
+    @extend_schema(
+        summary="List shared users for adapter",
+        description="Returns the list of users the adapter instance is shared with.",
+        tags=["Adapters"],
+        responses={200: SharedUserListSerializer},
+    )
     @action(detail=True, methods=["get"])
     def list_of_shared_users(self, request: HttpRequest, pk: Any = None) -> Response:
         adapter = self.get_object()
@@ -433,6 +493,12 @@ def update(
         # For non-platform-key cases, use the default update behavior
         return super().update(request, *args, **kwargs)
 
+    @extend_schema(
+        summary="Get adapter info",
+        description="Returns metadata about the adapter instance including "
+        "availability and deprecation status.",
+        tags=["Adapters"],
+    )
     @action(detail=True, methods=["get"])
     def adapter_info(self, request: HttpRequest, pk: uuid) -> Response:
         adapter = self.get_object()
diff --git a/backend/api_v2/api_deployment_views.py b/backend/api_v2/api_deployment_views.py
index 47d0aac34d..d857487d87 100644
--- a/backend/api_v2/api_deployment_views.py
+++ b/backend/api_v2/api_deployment_views.py
@@ -6,6 +6,11 @@
 from configuration.models import Configuration
 from django.db.models import F, OuterRef, QuerySet, Subquery
 from django.http import HttpResponse
+from drf_spectacular.utils import (
+    OpenApiResponse,
+    extend_schema,
+    extend_schema_view,
+)
 from permissions.permission import IsOwner, IsOwnerOrSharedUserOrSharedToOrg
 from plugins import get_plugin
 from prompt_studio.prompt_studio_registry_v2.models import PromptStudioRegistry
@@ -48,6 +53,7 @@
 logger = logging.getLogger(__name__)
 
 
+@extend_schema(tags=["API Deployments"])
 class DeploymentExecution(views.APIView):
     def initialize_request(self, request: Request, *args: Any, **kwargs: Any) -> Request:
         """To remove csrf request for public API.
@@ -61,6 +67,14 @@ def initialize_request(self, request: Request, *args: Any, **kwargs: Any) -> Req
         request.csrf_processing_done = True
         return super().initialize_request(request, *args, **kwargs)
 
+    @extend_schema(
+        summary="Execute an API deployment",
+        description="Submit files for processing through a deployed workflow.",
+        responses={
+            200: OpenApiResponse(description="Extraction completed successfully"),
+            422: OpenApiResponse(description="Processing error"),
+        },
+    )
     @DeploymentHelper.validate_api_key
     def post(
         self,
@@ -158,6 +172,15 @@ def post(
         # Success
         return Response({"message": response}, status=status.HTTP_200_OK)
 
+    @extend_schema(
+        summary="Get execution status",
+        description="Poll for the result of an async API deployment execution.",
+        responses={
+            200: OpenApiResponse(description="Execution completed"),
+            406: OpenApiResponse(description="Result already acknowledged"),
+            422: OpenApiResponse(description="Execution error"),
+        },
+    )
     @DeploymentHelper.validate_api_key
     def get(
         self,
@@ -245,6 +268,32 @@ def get(
         )
 
 
+@extend_schema_view(
+    list=extend_schema(
+        summary="List API deployments",
+        description="Returns paginated list of API deployments the caller has access to. "
+        "Supports `?workflow=<uuid>` and `?search=<name>` query filters.",
+        tags=["API Deployments"],
+    ),
+    create=extend_schema(summary="Create an API deployment", tags=["API Deployments"]),
+    retrieve=extend_schema(
+        summary="Get API deployment details",
+        description="Returns full details for a single API deployment by UUID.",
+        tags=["API Deployments"],
+    ),
+    update=extend_schema(summary="Update an API deployment", tags=["API Deployments"]),
+    partial_update=extend_schema(
+        summary="Partially update an API deployment",
+        description="Update specific fields. Commonly used to toggle `is_active` "
+        "or update `shared_users`.",
+        tags=["API Deployments"],
+    ),
+    destroy=extend_schema(
+        summary="Delete an API deployment",
+        description="Permanently removes the deployment and associated API keys.",
+        tags=["API Deployments"],
+    ),
+)
 class APIDeploymentViewSet(viewsets.ModelViewSet):
     pagination_class = CustomPagination
 
@@ -320,6 +369,12 @@ def create(
             headers=headers,
         )
 
+    @extend_schema(
+        summary="Get deployments by Prompt Studio tool",
+        description="Returns API deployments linked to workflows that use the specified "
+        "Prompt Studio tool. Query param: tool_id.",
+        tags=["API Deployments"],
+    )
     @action(detail=False, methods=["get"])
     def by_prompt_studio_tool(self, request: Request) -> Response:
         """Get API deployments for a specific prompt studio tool."""
@@ -357,6 +412,12 @@ def by_prompt_studio_tool(self, request: Request) -> Response:
                 status=status.HTTP_500_INTERNAL_SERVER_ERROR,
             )
 
+    @extend_schema(
+        summary="Download Postman collection",
+        description="Downloads a Postman Collection JSON file for the deployment, "
+        "pre-configured with the active API key.",
+        tags=["API Deployments"],
+    )
     @action(detail=True, methods=["get"])
     def download_postman_collection(
         self, request: Request, pk: str | None = None
@@ -379,6 +440,12 @@ def download_postman_collection(
         )
         return response
 
+    @extend_schema(
+        summary="List shared users for deployment",
+        description="Returns the list of users the deployment is shared with.",
+        tags=["API Deployments"],
+        responses={200: SharedUserListSerializer},
+    )
     @action(detail=True, methods=["get"], permission_classes=[IsOwner])
     def list_of_shared_users(self, request: Request, pk: str | None = None) -> Response:
         """List users who have access to this API deployment."""
diff --git a/backend/api_v2/api_key_views.py b/backend/api_v2/api_key_views.py
index 67471dae4b..8374dd28ec 100644
--- a/backend/api_v2/api_key_views.py
+++ b/backend/api_v2/api_key_views.py
@@ -1,3 +1,4 @@
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from permissions.permission import IsOwnerOrSharedUser
 from pipeline_v2.exceptions import PipelineNotFound
 from pipeline_v2.pipeline_processor import PipelineProcessor
@@ -13,6 +14,13 @@
 from api_v2.serializers import APIKeyListSerializer, APIKeySerializer
 
 
+@extend_schema_view(
+    list=extend_schema(summary="List API keys", tags=["API Deployments"]),
+    create=extend_schema(summary="Create an API key", tags=["API Deployments"]),
+    retrieve=extend_schema(summary="Get API key details", tags=["API Deployments"]),
+    update=extend_schema(summary="Update an API key", tags=["API Deployments"]),
+    destroy=extend_schema(summary="Delete an API key", tags=["API Deployments"]),
+)
 class APIKeyViewSet(viewsets.ModelViewSet):
     queryset = APIKey.objects.all()
     permission_classes = [IsOwnerOrSharedUser]
@@ -22,6 +30,12 @@ def get_serializer_class(self) -> serializers.Serializer:
             return APIKeyListSerializer
         return APIKeySerializer
 
+    @extend_schema(
+        summary="List API keys for a deployment or pipeline",
+        description="Returns API keys for a specific deployment (by api_id) or "
+        "pipeline (by pipeline_id). One path variable must be provided.",
+        tags=["API Deployments"],
+    )
     @action(detail=True, methods=["get"])
     def api_keys(
         self,
diff --git a/backend/api_v2/models.py b/backend/api_v2/models.py
index 437015c7f7..8183429b88 100644
--- a/backend/api_v2/models.py
+++ b/backend/api_v2/models.py
@@ -41,27 +41,36 @@ def for_user(self, user):
 
 
 class APIDeployment(DefaultOrganizationMixin, BaseModel):
-    id = models.UUIDField(primary_key=True, default=uuid.uuid4, editable=False)
+    id = models.UUIDField(
+        primary_key=True,
+        default=uuid.uuid4,
+        editable=False,
+        help_text="Deployment UUID",
+    )
     display_name = models.CharField(
         max_length=API_NAME_MAX_LENGTH,
         default="default api",
         db_comment="User-given display name for the API.",
+        help_text="Display name for the deployment",
     )
     description = models.CharField(
         max_length=DESCRIPTION_MAX_LENGTH,
         blank=True,
         default="",
         db_comment="User-given description for the API.",
+        help_text="Optional description",
     )
     workflow = models.ForeignKey(
         Workflow,
         on_delete=models.CASCADE,
         db_comment="Foreign key reference to the Workflow model.",
         related_name="apis",
+        help_text="Associated workflow",
     )
     is_active = models.BooleanField(
         default=True,
         db_comment="Flag indicating whether the API is active or not.",
+        help_text="Whether the deployment accepts requests",
     )
     # TODO: Implement dynamic generation of API endpoints for API deployments
     # instead of persisting them in the database.
@@ -70,11 +79,13 @@ class APIDeployment(DefaultOrganizationMixin, BaseModel):
         unique=True,
         editable=False,
         db_comment="URL endpoint for the API deployment.",
+        help_text="Full URL path for the deployment endpoint",
     )
     api_name = models.CharField(
         max_length=API_NAME_MAX_LENGTH,
         default=uuid.uuid4,
         db_comment="Short name for the API deployment.",
+        help_text="URL-safe identifier used in the endpoint path",
     )
     created_by = models.ForeignKey(
         User,
@@ -83,6 +94,7 @@ class APIDeployment(DefaultOrganizationMixin, BaseModel):
         null=True,
         blank=True,
         editable=False,
+        help_text="User who created this resource",
     )
     modified_by = models.ForeignKey(
         User,
@@ -91,6 +103,7 @@ class APIDeployment(DefaultOrganizationMixin, BaseModel):
         null=True,
         blank=True,
         editable=False,
+        help_text="User who last modified this resource",
     )
     # Sharing fields
     shared_users = models.ManyToManyField(
@@ -99,6 +112,7 @@ class APIDeployment(DefaultOrganizationMixin, BaseModel):
     shared_to_org = models.BooleanField(
         default=False,
         db_comment="Whether this API deployment is shared with the entire organization",
+        help_text="Whether shared with entire organization",
     )
 
     # Manager
@@ -200,12 +214,14 @@ class APIKey(BaseModel):
         editable=False,
         default=uuid.uuid4,
         db_comment="Unique identifier for the API key.",
+        help_text="API key UUID",
     )
     api_key = models.UUIDField(
         default=uuid.uuid4,
         editable=False,
         unique=True,
         db_comment="Actual key UUID.",
+        help_text="The actual API key value (UUID) used for authentication",
     )
     api = models.ForeignKey(
         APIDeployment,
@@ -214,6 +230,7 @@ class APIKey(BaseModel):
         blank=True,
         db_comment="Foreign key reference to the APIDeployment model.",
         related_name="api_keys",
+        help_text="Associated API deployment (null if pipeline key)",
     )
     pipeline = models.ForeignKey(
         Pipeline,
@@ -221,15 +238,18 @@ class APIKey(BaseModel):
         null=True,
         blank=True,
         db_comment="Foreign key reference to the Pipeline model.",
+        help_text="Associated pipeline (null if deployment key)",
     )
     description = models.CharField(
         max_length=DESCRIPTION_MAX_LENGTH,
         null=True,
         db_comment="Description of the API key.",
+        help_text="Optional description for the API key",
     )
     is_active = models.BooleanField(
         default=True,
         db_comment="Flag indicating whether the API key is active or not.",
+        help_text="Whether the API key is active",
     )
     created_by = models.ForeignKey(
         User,
@@ -238,6 +258,7 @@ class APIKey(BaseModel):
         null=True,
         blank=True,
         editable=False,
+        help_text="User who created this resource",
     )
     modified_by = models.ForeignKey(
         User,
@@ -245,6 +266,7 @@ class APIKey(BaseModel):
         related_name="api_keys_modified",
         null=True,
         blank=True,
+        help_text="User who last modified this resource",
         editable=False,
     )
 
diff --git a/backend/api_v2/serializers.py b/backend/api_v2/serializers.py
index 5a2068fd93..fc63e9fd2f 100644
--- a/backend/api_v2/serializers.py
+++ b/backend/api_v2/serializers.py
@@ -36,6 +36,27 @@ class APIDeploymentSerializer(IntegrityErrorMixin, AuditSerializer):
     class Meta:
         model = APIDeployment
         fields = "__all__"
+        extra_kwargs = {
+            "id": {"help_text": "Deployment UUID"},
+            "display_name": {
+                "help_text": "Display name for the deployment",
+            },
+            "description": {
+                "help_text": "Optional description",
+            },
+            "is_active": {
+                "help_text": "Whether the deployment accepts requests",
+            },
+            "api_name": {
+                "help_text": "URL-safe name used in the deployment endpoint",
+            },
+            "workflow": {
+                "help_text": "UUID of the workflow to deploy",
+            },
+            "shared_users": {
+                "help_text": "User IDs this deployment is shared with",
+            },
+        }
 
     unique_error_message_map: dict[str, dict[str, str]] = {
         "unique_api_name": {
@@ -219,11 +240,23 @@ class ExecutionRequestSerializer(TagParamsSerializer):
     MAX_FILES_ALLOWED = 32
 
     timeout = IntegerField(
-        min_value=-1, max_value=ApiExecution.MAXIMUM_TIMEOUT_IN_SEC, default=-1
+        min_value=-1,
+        max_value=ApiExecution.MAXIMUM_TIMEOUT_IN_SEC,
+        default=-1,
+        help_text="Max wait time in seconds for sync execution (0 for async)",
+    )
+    include_metadata = BooleanField(
+        default=False,
+        help_text="Include extraction metadata in response",
+    )
+    include_metrics = BooleanField(
+        default=False,
+        help_text="Include processing metrics in response",
+    )
+    use_file_history = BooleanField(
+        default=False,
+        help_text="Skip reprocessing if file was previously processed",
     )
-    include_metadata = BooleanField(default=False)
-    include_metrics = BooleanField(default=False)
-    use_file_history = BooleanField(default=False)
 
     presigned_urls = ListField(child=URLField(), required=False)
     llm_profile_id = CharField(required=False, allow_null=True, allow_blank=True)
@@ -396,9 +429,18 @@ def validate_llm_profile_id(self, value):
 
 
 class ExecutionQuerySerializer(Serializer):
-    execution_id = CharField(required=True)
-    include_metadata = BooleanField(default=False)
-    include_metrics = BooleanField(default=False)
+    execution_id = CharField(
+        required=True,
+        help_text="UUID of the execution to check status for",
+    )
+    include_metadata = BooleanField(
+        default=False,
+        help_text="Include extraction metadata in response",
+    )
+    include_metrics = BooleanField(
+        default=False,
+        help_text="Include processing metrics in response",
+    )
 
     def validate_execution_id(self, value):
         """Trim spaces, validate UUID format, and check if execution_id exists."""
@@ -423,11 +465,17 @@ def validate_execution_id(self, value):
 
 
 class APIDeploymentListSerializer(ModelSerializer):
-    workflow_name = CharField(source="workflow.workflow_name", read_only=True)
-    created_by_email = SerializerMethodField()
-    last_5_run_statuses = SerializerMethodField()
-    run_count = SerializerMethodField()
-    last_run_time = SerializerMethodField()
+    workflow_name = CharField(
+        source="workflow.workflow_name",
+        read_only=True,
+        help_text="Name of the associated workflow",
+    )
+    created_by_email = SerializerMethodField(help_text="Email of the creator")
+    last_5_run_statuses = SerializerMethodField(
+        help_text="Last 5 execution statuses with timestamps"
+    )
+    run_count = SerializerMethodField(help_text="Total execution count")
+    last_run_time = SerializerMethodField(help_text="Timestamp of the last execution")
 
     class Meta:
         model = APIDeployment
@@ -448,11 +496,11 @@ class Meta:
         ]
 
     def get_created_by_email(self, obj):
-        """Get the email of the creator."""
+        """Email of the user who created this deployment."""
         return obj.created_by.email if obj.created_by else None
 
     def get_run_count(self, instance) -> int:
-        """Get total execution count for this API deployment."""
+        """Total number of executions."""
         return WorkflowExecution.objects.filter(pipeline_id=instance.id).count()
 
     def get_last_run_time(self, instance) -> str | None:
diff --git a/backend/backend/settings/base.py b/backend/backend/settings/base.py
index a06d63df27..cab62521fc 100644
--- a/backend/backend/settings/base.py
+++ b/backend/backend/settings/base.py
@@ -308,7 +308,7 @@ def filter(self, record):
     # "connector_auth",
     "social_django",
     # Doc generator
-    "drf_yasg",
+    "drf_spectacular",
     "docs",
     # Plugins
     "plugins.apps.PluginsConfig",
@@ -569,6 +569,7 @@ def filter(self, record):
         "rest_framework.renderers.JSONRenderer",
     ],
     "DEFAULT_PERMISSION_CLASSES": [],  # TODO: Update once auth is figured
+    "DEFAULT_SCHEMA_CLASS": "drf_spectacular.openapi.AutoSchema",
     "TEST_REQUEST_DEFAULT_FORMAT": "json",
     "EXCEPTION_HANDLER": "middleware.exception.drf_logging_exc_handler",
     "DEFAULT_FILTER_BACKENDS": [
@@ -599,14 +600,60 @@ def filter(self, record):
 # Whitelisting health check API
 WHITELISTED_PATHS.append("/health")
 
+# Whitelisting API docs
+WHITELISTED_PATHS.append(f"/{PATH_PREFIX}/doc")
+
 # These path will work without organization in request
 ORGANIZATION_MIDDLEWARE_WHITELISTED_PATHS = []
 
-# API Doc Generator Settings
-# https://drf-yasg.readthedocs.io/en/stable/settings.html
-REDOC_SETTINGS = {
-    "PATH_IN_MIDDLE": True,
-    "REQUIRED_PROPS_FIRST": True,
+# API Doc Generator Settings (drf-spectacular)
+SPECTACULAR_SETTINGS = {
+    "TITLE": "Unstract API",
+    "DESCRIPTION": (
+        "Unstract platform API for document processing, "
+        "workflow management, and deployment."
+    ),
+    "VERSION": "1.0.0",
+    "SERVE_INCLUDE_SCHEMA": False,
+    "PREPROCESSING_HOOKS": ["docs.spectacular_hooks.filter_endpoints"],
+    "POSTPROCESSING_HOOKS": ["docs.spectacular_hooks.strip_version_suffix"],
+    "COMPONENT_SPLIT_REQUEST": True,
+    "SCHEMA_PATH_PREFIX": r"/api/v1/",
+    # Only show Bearer auth, suppress auto-detected session/basic auth
+    "SECURITY": [{"BearerAuth": []}],
+    "AUTHENTICATION_WHITELIST": [],
+    "APPEND_COMPONENTS": {
+        "securitySchemes": {
+            "BearerAuth": {
+                "type": "http",
+                "scheme": "bearer",
+                "description": (
+                    "Platform API key (UUID). "
+                    "Pass as: Authorization: Bearer {api-key-uuid}"
+                ),
+            },
+        }
+    },
+    "TAGS": [
+        {"name": "Prompt Studio", "description": "Prompt Studio project management"},
+        {
+            "name": "Workflows",
+            "description": "Workflow CRUD, execution, and file history",
+        },
+        {
+            "name": "API Deployments",
+            "description": "API deployment management, execution, and keys",
+        },
+        {
+            "name": "Pipelines",
+            "description": "ETL/task pipeline management and execution",
+        },
+        {"name": "Connectors", "description": "Connector instance management"},
+        {
+            "name": "Adapters",
+            "description": "LLM, Embedding, VectorDB, Text Extractor adapter management",
+        },
+    ],
 }
 
 # Social Auth Settings
diff --git a/backend/connector_v2/models.py b/backend/connector_v2/models.py
index bcd7bb5973..765cb8391d 100644
--- a/backend/connector_v2/models.py
+++ b/backend/connector_v2/models.py
@@ -50,11 +50,22 @@ class ConnectorMode(models.TextChoices):
 
     id = models.UUIDField(primary_key=True, default=uuid.uuid4, editable=False)
     connector_name = models.TextField(
-        max_length=CONNECTOR_NAME_SIZE, null=False, blank=False
+        max_length=CONNECTOR_NAME_SIZE,
+        null=False,
+        blank=False,
+        help_text="Display name for the connector",
+    )
+    connector_id = models.CharField(
+        max_length=FLC.CONNECTOR_ID_LENGTH,
+        default="",
+        help_text="Connector type identifier",
     )
-    connector_id = models.CharField(max_length=FLC.CONNECTOR_ID_LENGTH, default="")
     connector_metadata = EncryptedBinaryField(null=True)
-    connector_version = models.CharField(max_length=VERSION_NAME_SIZE, default="")
+    connector_version = models.CharField(
+        max_length=VERSION_NAME_SIZE,
+        default="",
+        help_text="Connector version",
+    )
     # TODO: handle connector_auth cascade deletion
     connector_auth = models.ForeignKey(
         ConnectorAuth,
@@ -70,6 +81,7 @@ class ConnectorMode(models.TextChoices):
         db_comment="0: UNKNOWN, 1: FILE_SYSTEM, 2: DATABASE",
         null=True,
         blank=True,
+        help_text="FILE_SYSTEM or DATABASE",
     )
 
     created_by = models.ForeignKey(
@@ -78,6 +90,7 @@ class ConnectorMode(models.TextChoices):
         related_name="connectors_created",
         null=True,
         blank=True,
+        help_text="User who created this resource",
     )
     modified_by = models.ForeignKey(
         User,
@@ -85,11 +98,13 @@ class ConnectorMode(models.TextChoices):
         related_name="connectors_modified",
         null=True,
         blank=True,
+        help_text="User who last modified this resource",
     )
 
     shared_to_org = models.BooleanField(
         default=False,
         db_comment="Is the connector shared to entire org",
+        help_text="Whether shared with entire organization",
     )
 
     # Introduced field to establish M2M relation between users and connectors.
diff --git a/backend/connector_v2/serializers.py b/backend/connector_v2/serializers.py
index 45d5c07562..9ec1be0093 100644
--- a/backend/connector_v2/serializers.py
+++ b/backend/connector_v2/serializers.py
@@ -27,6 +27,17 @@ class ConnectorInstanceSerializer(AuditSerializer):
     class Meta:
         model = ConnectorInstance
         fields = "__all__"
+        extra_kwargs = {
+            "connector_name": {
+                "help_text": "Display name for the connector",
+            },
+            "connector_id": {
+                "help_text": "Connector type identifier (e.g. google_cloud_storage|uuid)",
+            },
+            "connector_mode": {
+                "help_text": "FILE_SYSTEM or DATABASE",
+            },
+        }
 
     def save(self, **kwargs):  # type: ignore
         user = self.context.get("request").user or None
@@ -64,7 +75,7 @@ def save(self, **kwargs):  # type: ignore
         return instance
 
     def get_icon(self, obj: ConnectorInstance) -> str:
-        """Get connector icon from ConnectorProcessor."""
+        """Connector icon URL."""
         icon_path = ConnectorProcessor.get_connector_data_with_key(
             obj.connector_id, ConnectorKeys.ICON
         )
diff --git a/backend/connector_v2/views.py b/backend/connector_v2/views.py
index 09a33be983..1b0cd8c1f6 100644
--- a/backend/connector_v2/views.py
+++ b/backend/connector_v2/views.py
@@ -8,6 +8,7 @@
 from connector_processor.exceptions import OAuthTimeOut
 from django.db import IntegrityError
 from django.db.models import ProtectedError, QuerySet
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from permissions.permission import IsOwner, IsOwnerOrSharedUserOrSharedToOrg
 from plugins import get_plugin
 from rest_framework import status, viewsets
@@ -33,6 +34,32 @@
 logger = logging.getLogger(__name__)
 
 
+@extend_schema_view(
+    list=extend_schema(
+        summary="List connectors",
+        description="Returns connector instances. "
+        "Supports `?connector_type=<type>` and `?connector_mode=FILE_SYSTEM|DATABASE` filters.",
+        tags=["Connectors"],
+    ),
+    create=extend_schema(
+        summary="Create a connector",
+        description="Create a new connector instance with credentials. "
+        "For OAuth connectors, pass the `oauth_key` query parameter.",
+        tags=["Connectors"],
+    ),
+    retrieve=extend_schema(summary="Get connector details", tags=["Connectors"]),
+    update=extend_schema(summary="Update a connector", tags=["Connectors"]),
+    partial_update=extend_schema(
+        summary="Partially update a connector",
+        description="Update specific fields. Commonly used for `shared_users` updates.",
+        tags=["Connectors"],
+    ),
+    destroy=extend_schema(
+        summary="Delete a connector",
+        description="Deletes the connector. Fails if the connector is in use by any workflow.",
+        tags=["Connectors"],
+    ),
+)
 class ConnectorInstanceViewSet(viewsets.ModelViewSet):
     versioning_class = URLPathVersioning
     serializer_class = ConnectorInstanceSerializer
diff --git a/backend/docs/spectacular_hooks.py b/backend/docs/spectacular_hooks.py
new file mode 100644
index 0000000000..d353ecf599
--- /dev/null
+++ b/backend/docs/spectacular_hooks.py
@@ -0,0 +1,125 @@
+"""Preprocessing/postprocessing hooks for drf-spectacular schema generation.
+
+Filters the OpenAPI spec to include only the Platform API endpoints
+specified in the API reference documentation.
+"""
+
+import logging
+import re
+
+logger = logging.getLogger(__name__)
+
+# Exact path+method pairs to include.
+# Each entry is (regex_pattern, set_of_allowed_methods).
+# Methods not listed are excluded (notably DELETE is excluded everywhere).
+ALLOWED_ENDPOINTS: list[tuple[re.Pattern[str], set[str]]] = [
+    # --- Prompt Studio ---
+    (re.compile(r"/prompt-studio/$"), {"GET", "POST"}),
+    (re.compile(r"/prompt-studio/[^/]+/$"), {"GET", "PATCH", "PUT"}),
+    (re.compile(r"/prompt-studio/project-transfer/$"), {"POST"}),
+    (re.compile(r"/prompt-studio/project-transfer/[^/]+$"), {"GET", "POST"}),
+    (re.compile(r"/prompt-studio/export/[^/]+$"), {"GET", "POST"}),
+    (re.compile(r"/prompt-studio/select_choices/$"), {"GET"}),
+    (re.compile(r"/prompt-studio/[^/]+/get_retrieval_strategies/$"), {"GET"}),
+    (re.compile(r"/prompt-studio/prompt-studio-profile/[^/]+/$"), {"GET", "PATCH"}),
+    (re.compile(r"/prompt-studio/profilemanager/[^/]+$"), {"POST"}),
+    (re.compile(r"/prompt-studio/prompt-studio-prompt/[^/]+/$"), {"POST"}),
+    (re.compile(r"/prompt-studio/index-document/[^/]+$"), {"POST"}),
+    (re.compile(r"/prompt-studio/fetch_response/[^/]+$"), {"POST"}),
+    (re.compile(r"/prompt-studio/single-pass-extraction/[^/]+$"), {"POST"}),
+    (re.compile(r"/prompt-studio/file/[^/]+$"), {"GET", "POST"}),
+    (re.compile(r"/prompt-studio/users/[^/]+$"), {"GET"}),
+    (re.compile(r"/prompt-studio/[^/]+/check_deployment_usage/$"), {"GET"}),
+    # --- Workflows ---
+    (re.compile(r"/workflow/$"), {"GET", "POST"}),
+    (re.compile(r"/workflow/[^/]+/$"), {"GET", "PATCH", "PUT"}),
+    (re.compile(r"/workflow/execute/$"), {"POST"}),
+    (re.compile(r"/workflow/active/[^/]+/$"), {"PUT"}),
+    (re.compile(r"/workflow/[^/]+/can-update/$"), {"GET"}),
+    (re.compile(r"/workflow/[^/]+/clear-file-marker/$"), {"GET"}),
+    (re.compile(r"/workflow/schema/$"), {"GET"}),
+    (re.compile(r"/workflow/[^/]+/users/$"), {"GET"}),
+    (re.compile(r"/workflow/[^/]+/execution/$"), {"GET"}),
+    (re.compile(r"/workflow/execution/[^/]+/$"), {"GET"}),
+    (re.compile(r"/workflow/execution/[^/]+/logs/$"), {"GET"}),
+    (re.compile(r"/workflow/[^/]+/file-histories/$"), {"GET"}),
+    (re.compile(r"/workflow/[^/]+/file-histories/[^/]+/$"), {"GET"}),
+    (re.compile(r"/workflow/[^/]+/file-histories/clear/$"), {"POST"}),
+    # --- API Deployments ---
+    (re.compile(r"/api/deployment/$"), {"GET", "POST"}),
+    (re.compile(r"/api/deployment/[^/]+/$"), {"GET", "PATCH", "PUT"}),
+    (re.compile(r"/api/deployment/[^/]+/users/$"), {"GET"}),
+    (re.compile(r"/api/deployment/by-prompt-studio-tool/$"), {"GET"}),
+    (re.compile(r"/api/postman_collection/[^/]+/$"), {"GET"}),
+    (re.compile(r"/api/keys/api/$"), {"GET", "POST"}),
+    (re.compile(r"/api/keys/api/[^/]+/$"), {"GET", "POST"}),
+    (re.compile(r"/api/keys/[^/]+/$"), {"GET", "PUT"}),
+    # --- Pipelines ---
+    (re.compile(r"/pipeline/$"), {"GET", "POST"}),
+    (re.compile(r"/pipeline/[^/]+/$"), {"GET", "PATCH", "PUT"}),
+    (re.compile(r"/pipeline/execute/$"), {"POST"}),
+    (re.compile(r"/pipeline/[^/]+/executions/$"), {"GET"}),
+    (re.compile(r"/pipeline/[^/]+/users/$"), {"GET"}),
+    (re.compile(r"/pipeline/api/postman_collection/[^/]+/$"), {"GET"}),
+    (re.compile(r"/api/keys/pipeline/$"), {"GET", "POST"}),
+    (re.compile(r"/api/keys/pipeline/[^/]+/$"), {"GET", "POST"}),
+    # --- Adapters ---
+    (re.compile(r"/adapter/$"), {"GET", "POST"}),
+    (re.compile(r"/adapter/[^/]+/$"), {"GET", "PATCH", "PUT"}),
+    (re.compile(r"/adapter/info/[^/]+/$"), {"GET"}),
+    (re.compile(r"/adapter/users/[^/]+/$"), {"GET"}),
+    (re.compile(r"/adapter/default_triad/$"), {"GET", "POST"}),
+    (re.compile(r"/supported_adapters/$"), {"GET"}),
+    (re.compile(r"/adapter_schema/$"), {"GET"}),
+    (re.compile(r"/test_adapters/$"), {"POST"}),
+    # --- Connectors ---
+    (re.compile(r"/connector/$"), {"GET", "POST"}),
+    (re.compile(r"/connector/[^/]+/$"), {"GET", "PATCH", "PUT"}),
+]
+
+# Paths to always exclude (takes priority over ALLOWED_ENDPOINTS)
+EXCLUDED_PATTERNS: list[re.Pattern[str]] = [
+    re.compile(r"\{format\}"),
+    re.compile(r"adapter-choices"),
+    re.compile(r"/internal/"),
+    re.compile(r"/manual_review/"),
+    re.compile(r"/notifications/"),
+    re.compile(r"/document-index"),
+    re.compile(r"/prompt-document"),
+    re.compile(r"/prompt-output"),
+    re.compile(r"/registry/"),
+    re.compile(r"/tool/prompt-studio"),
+    re.compile(r"/workflow/endpoint"),
+    re.compile(r"/public/"),
+]
+
+
+def filter_endpoints(endpoints: list[tuple]) -> list[tuple]:
+    """Whitelist-based filter: only include endpoints explicitly listed."""
+    filtered = []
+    for endpoint in endpoints:
+        path = endpoint[0]
+        method = endpoint[2].upper() if len(endpoint) > 2 else ""
+
+        if any(pat.search(path) for pat in EXCLUDED_PATTERNS):
+            continue
+
+        for pattern, methods in ALLOWED_ENDPOINTS:
+            if pattern.search(path) and method in methods:
+                filtered.append(endpoint)
+                break
+
+    logger.info(
+        "Schema filter: %d/%d endpoints included",
+        len(filtered),
+        len(endpoints),
+    )
+    return filtered
+
+
+def strip_version_suffix(result: dict, **kwargs) -> dict:
+    """Remove DRF request version suffix (e.g. '1.0.0 (v1)' -> '1.0.0')."""
+    version = result.get("info", {}).get("version", "")
+    if " (" in version:
+        result["info"]["version"] = version.split(" (")[0]
+    return result
diff --git a/backend/docs/urls.py b/backend/docs/urls.py
index 83260b01db..7384a704e6 100644
--- a/backend/docs/urls.py
+++ b/backend/docs/urls.py
@@ -1,20 +1,17 @@
 from django.urls import path
-from drf_yasg import openapi
-from drf_yasg.views import get_schema_view
+from drf_spectacular.views import SpectacularAPIView, SpectacularRedocView
 
-schema_view = get_schema_view(
-    openapi.Info(
-        title="Unstract APIs",
-        default_version="v1",
-        description="<Unstract description>",
-    ),
-    public=False,
-)
+app_name = "docs"
 
 urlpatterns = [
+    path(
+        "doc/schema/",
+        SpectacularAPIView.as_view(),
+        name="schema",
+    ),
     path(
         "doc/",
-        schema_view.with_ui("redoc", cache_timeout=0),
+        SpectacularRedocView.as_view(url_name="public:docs:schema"),
         name="schema-redoc",
     ),
 ]
diff --git a/backend/pipeline_v2/execution_view.py b/backend/pipeline_v2/execution_view.py
index 56e8e06e5c..2f35c4c92c 100644
--- a/backend/pipeline_v2/execution_view.py
+++ b/backend/pipeline_v2/execution_view.py
@@ -1,3 +1,4 @@
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from permissions.permission import IsOwner
 from rest_framework import viewsets
 from rest_framework.versioning import URLPathVersioning
@@ -7,6 +8,9 @@
 from workflow_manager.workflow_v2.serializers import WorkflowExecutionSerializer
 
 
+@extend_schema_view(
+    list=extend_schema(summary="List pipeline executions", tags=["Pipelines"]),
+)
 class PipelineExecutionViewSet(viewsets.ModelViewSet):
     versioning_class = URLPathVersioning
     permission_classes = [IsOwner]
diff --git a/backend/pipeline_v2/models.py b/backend/pipeline_v2/models.py
index cdd85405f5..c0a127cdbe 100644
--- a/backend/pipeline_v2/models.py
+++ b/backend/pipeline_v2/models.py
@@ -50,35 +50,56 @@ class PipelineStatus(models.TextChoices):
         PAUSED = "PAUSED", "Paused"
 
     id = models.UUIDField(primary_key=True, default=uuid.uuid4, editable=False)
-    pipeline_name = models.CharField(max_length=PIPELINE_NAME_LENGTH, default="")
+    pipeline_name = models.CharField(
+        max_length=PIPELINE_NAME_LENGTH,
+        default="",
+        help_text="Display name of the pipeline",
+    )
     workflow = models.ForeignKey(
         Workflow,
         on_delete=models.CASCADE,
         related_name="pipelines",
         null=False,
         blank=False,
+        help_text="Associated workflow",
     )
     # Added as text field until a model for App is included.
     app_id = models.TextField(null=True, blank=True, max_length=APP_ID_LENGTH)
     active = models.BooleanField(
-        default=False, db_comment="Indicates whether the pipeline is active"
+        default=False,
+        db_comment="Indicates whether the pipeline is active",
+        help_text="Whether the pipeline is active",
     )
     scheduled = models.BooleanField(
-        default=False, db_comment="Indicates whether the pipeline is scheduled"
+        default=False,
+        db_comment="Indicates whether the pipeline is scheduled",
+        help_text="Whether the pipeline runs on a schedule",
     )
     cron_string = models.TextField(
         db_comment="UNIX cron string",
         null=True,
         blank=True,
         max_length=FieldLength.CRON_LENGTH,
+        help_text="Cron expression for scheduled execution",
     )
     pipeline_type = models.CharField(
-        choices=PipelineType.choices, default=PipelineType.DEFAULT
+        choices=PipelineType.choices,
+        default=PipelineType.DEFAULT,
+        help_text="Pipeline type: ETL or TASK",
+    )
+    run_count = models.IntegerField(
+        default=0,
+        help_text="Number of times the pipeline has been executed",
+    )
+    last_run_time = models.DateTimeField(
+        null=True,
+        blank=True,
+        help_text="Timestamp of the last execution",
     )
-    run_count = models.IntegerField(default=0)
-    last_run_time = models.DateTimeField(null=True, blank=True)
     last_run_status = models.CharField(
-        choices=PipelineStatus.choices, default=PipelineStatus.YET_TO_START
+        choices=PipelineStatus.choices,
+        default=PipelineStatus.YET_TO_START,
+        help_text="Status of the last execution",
     )
     app_icon = models.URLField(
         null=True, blank=True, db_comment="Field to store icon url for Apps"
@@ -94,6 +115,7 @@ class PipelineStatus(models.TextChoices):
         related_name="pipelines_created",
         null=True,
         blank=True,
+        help_text="User who created this resource",
     )
     modified_by = models.ForeignKey(
         User,
@@ -101,6 +123,7 @@ class PipelineStatus(models.TextChoices):
         related_name="pipelines_modified",
         null=True,
         blank=True,
+        help_text="User who last modified this resource",
     )
     # Sharing fields
     shared_users = models.ManyToManyField(
@@ -112,6 +135,7 @@ class PipelineStatus(models.TextChoices):
     shared_to_org = models.BooleanField(
         default=False,
         db_comment="Whether this pipeline is shared with the entire organization",
+        help_text="Whether shared with entire organization",
     )
 
     # Manager
diff --git a/backend/pipeline_v2/piepline_api_execution_views.py b/backend/pipeline_v2/piepline_api_execution_views.py
index a2b88a13df..e7f39baf12 100644
--- a/backend/pipeline_v2/piepline_api_execution_views.py
+++ b/backend/pipeline_v2/piepline_api_execution_views.py
@@ -1,6 +1,7 @@
 import logging
 from typing import Any
 
+from drf_spectacular.utils import extend_schema
 from rest_framework import status, views
 from rest_framework.request import Request
 from rest_framework.response import Response
@@ -12,6 +13,7 @@
 logger = logging.getLogger(__name__)
 
 
+@extend_schema(tags=["Pipelines"])
 class PipelineApiExecution(views.APIView):
     def initialize_request(self, request: Request, *args: Any, **kwargs: Any) -> Request:
         """To remove csrf request for public API.
@@ -25,6 +27,11 @@ def initialize_request(self, request: Request, *args: Any, **kwargs: Any) -> Req
         request.csrf_processing_done = True
         return super().initialize_request(request, *args, **kwargs)
 
+    @extend_schema(
+        summary="Trigger a pipeline execution via API key",
+        description="Triggers async pipeline execution via API key authentication. "
+        "The pipeline runs in the background via Celery.",
+    )
     @DeploymentHelper.validate_api_key
     def post(
         self, request: Request, org_name: str, pipeline_id: str, pipeline: Pipeline
diff --git a/backend/pipeline_v2/serializers/crud.py b/backend/pipeline_v2/serializers/crud.py
index f887042b9a..c64fac1ffb 100644
--- a/backend/pipeline_v2/serializers/crud.py
+++ b/backend/pipeline_v2/serializers/crud.py
@@ -34,6 +34,23 @@ class PipelineSerializer(IntegrityErrorMixin, AuditSerializer):
     class Meta:
         model = Pipeline
         fields = "__all__"
+        extra_kwargs = {
+            "pipeline_name": {
+                "help_text": "Display name of the pipeline",
+            },
+            "pipeline_type": {
+                "help_text": "Pipeline type: ETL or TASK",
+            },
+            "active": {
+                "help_text": "Whether the pipeline is active",
+            },
+            "cron_string": {
+                "help_text": "Cron expression for scheduled execution",
+            },
+            "workflow": {
+                "help_text": "UUID of the associated workflow",
+            },
+        }
 
     unique_error_message_map: dict[str, dict[str, str]] = {
         "unique_pipeline_name": {
@@ -210,7 +227,7 @@ def get_last_5_run_statuses(self, instance: Pipeline) -> list[dict]:
         return WorkflowExecution.get_last_run_statuses(instance.id, limit=5)
 
     def get_next_run_time(self, instance: Pipeline) -> str | None:
-        """Calculate next scheduled run time from cron expression."""
+        """Next scheduled run time (ISO 8601), or null if unscheduled."""
         if not instance.cron_string or not instance.active:
             return None
         try:
diff --git a/backend/pipeline_v2/views.py b/backend/pipeline_v2/views.py
index 0d902a792c..6dec20767a 100644
--- a/backend/pipeline_v2/views.py
+++ b/backend/pipeline_v2/views.py
@@ -9,6 +9,7 @@
 from django.db import IntegrityError
 from django.db.models import F, QuerySet
 from django.http import HttpResponse
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from permissions.permission import IsOwner, IsOwnerOrSharedUserOrSharedToOrg
 from plugins import get_plugin
 from rest_framework import serializers, status, viewsets
@@ -42,6 +43,27 @@
 logger = logging.getLogger(__name__)
 
 
+@extend_schema_view(
+    list=extend_schema(
+        summary="List pipelines",
+        description="Returns paginated list of ETL/task pipelines. "
+        "Supports `?pipeline_type=ETL|TASK`, `?workflow=<uuid>`, and `?search=<name>` filters.",
+        tags=["Pipelines"],
+    ),
+    create=extend_schema(summary="Create a pipeline", tags=["Pipelines"]),
+    retrieve=extend_schema(summary="Get pipeline details", tags=["Pipelines"]),
+    update=extend_schema(summary="Update a pipeline", tags=["Pipelines"]),
+    partial_update=extend_schema(
+        summary="Partially update a pipeline",
+        description="Update specific fields like `pipeline_name`, `cron_string`, `shared_users`.",
+        tags=["Pipelines"],
+    ),
+    destroy=extend_schema(
+        summary="Delete a pipeline",
+        description="Deletes the pipeline and removes any associated scheduler jobs.",
+        tags=["Pipelines"],
+    ),
+)
 class PipelineViewSet(viewsets.ModelViewSet):
     versioning_class = URLPathVersioning
     queryset = Pipeline.objects.all()
@@ -96,6 +118,12 @@ def get_serializer_class(self) -> serializers.Serializer:
     # For eg, passing pipeline ID and with_log=False -> executes pipeline
     # For FE however we call the same API twice
     # (first call generates execution ID)
+    @extend_schema(
+        summary="Execute a pipeline",
+        description="Triggers pipeline execution. Body: {pipeline_id, execution_id (optional)}. "
+        "Returns the pipeline data with execution details.",
+        tags=["Pipelines"],
+    )
     def execute(self, request: Request) -> Response:
         serializer: ExecuteSerializer = self.get_serializer(data=request.data)
         serializer.is_valid(raise_exception=True)
@@ -133,6 +161,12 @@ def perform_destroy(self, instance: Pipeline) -> None:
         super().perform_destroy(instance)
         return SchedulerHelper.remove_job(pipeline_to_remove)
 
+    @extend_schema(
+        summary="List shared users for pipeline",
+        description="Returns the list of users the pipeline is shared with.",
+        tags=["Pipelines"],
+        responses={200: SharedUserListSerializer},
+    )
     @action(detail=True, methods=["get"], url_path="users", permission_classes=[IsOwner])
     def list_of_shared_users(self, request: Request, pk: str | None = None) -> Response:
         """Returns the list of users the pipeline is shared with."""
@@ -188,6 +222,12 @@ def partial_update(self, request: Request, *args: Any, **kwargs: Any) -> Respons
 
         return response
 
+    @extend_schema(
+        summary="Download Postman collection",
+        description="Downloads a Postman Collection JSON file for the pipeline, "
+        "pre-configured with the active API key.",
+        tags=["Pipelines"],
+    )
     @action(detail=True, methods=["get"])
     def download_postman_collection(
         self, request: Request, pk: str | None = None
diff --git a/backend/platform_settings_v2/views.py b/backend/platform_settings_v2/views.py
index 41610b60c5..6f4af0d28e 100644
--- a/backend/platform_settings_v2/views.py
+++ b/backend/platform_settings_v2/views.py
@@ -4,6 +4,7 @@
 from typing import Any
 
 from account_v2.models import Organization, PlatformKey
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from rest_framework import status, viewsets
 from rest_framework.request import Request
 from rest_framework.response import Response
@@ -21,6 +22,13 @@
 logger = logging.getLogger(__name__)
 
 
+@extend_schema_view(
+    list=extend_schema(summary="List platform API keys", tags=["Platform API Keys"]),
+    create=extend_schema(summary="Create a platform API key", tags=["Platform API Keys"]),
+    destroy=extend_schema(
+        summary="Delete a platform API key", tags=["Platform API Keys"]
+    ),
+)
 class PlatformKeyViewSet(viewsets.ModelViewSet):
     serializer_class = PlatformKeySerializer
 
@@ -50,6 +58,9 @@ def list(
             data=serializer.data,
         )
 
+    @extend_schema(
+        summary="Refresh (rotate) a platform API key", tags=["Platform API Keys"]
+    )
     @validate_user_role
     def refresh(
         self, request: Request, *args: tuple[Any], **kwargs: dict[str, Any]
@@ -83,6 +94,9 @@ def destroy(
             data={"message": "Platform key deleted successfully"},
         )
 
+    @extend_schema(
+        summary="Toggle platform API key active/inactive", tags=["Platform API Keys"]
+    )
     @validate_user_role
     def toggle_platform_key(
         self, request: Request, *args: tuple[Any], **kwargs: dict[str, Any]
diff --git a/backend/prompt_studio/prompt_studio_core_v2/models.py b/backend/prompt_studio/prompt_studio_core_v2/models.py
index e125b6e501..a723057f04 100644
--- a/backend/prompt_studio/prompt_studio_core_v2/models.py
+++ b/backend/prompt_studio/prompt_studio_core_v2/models.py
@@ -37,38 +37,57 @@ def for_user(self, user: User) -> QuerySet[Any]:
 class CustomTool(DefaultOrganizationMixin, BaseModel):
     """Model to store the custom tools designed in the tool studio."""
 
-    tool_id = models.UUIDField(primary_key=True, default=uuid.uuid4, editable=False)
-    tool_name = models.TextField(blank=False, null=False)
-    description = models.TextField(blank=False, null=False)
+    tool_id = models.UUIDField(
+        primary_key=True, default=uuid.uuid4, editable=False, help_text="Project UUID"
+    )
+    tool_name = models.TextField(
+        blank=False,
+        null=False,
+        help_text="Display name of the Prompt Studio project",
+    )
+    description = models.TextField(
+        blank=False,
+        null=False,
+        help_text="Project description",
+    )
     author = models.TextField(
         blank=False,
         null=False,
         db_comment="Specific to the user who created the tool.",
+        help_text="Author of the project",
     )
     icon = models.TextField(
         blank=True,
         db_comment="Field to store \
             icon url for the custom tool.",
+        help_text="Icon identifier",
     )
     output = models.TextField(
         db_comment="Field to store the output format type.",
         blank=True,
+        help_text="Default output configuration",
     )
     log_id = models.UUIDField(
         default=uuid.uuid4,
         db_comment="Field to store unique log_id for polling",
+        help_text="Associated log identifier",
     )
 
     summarize_context = models.BooleanField(
-        default=False, db_comment="Flag to summarize content"
+        default=False,
+        db_comment="Flag to summarize content",
+        help_text="Whether to use context summarization",
     )
     summarize_as_source = models.BooleanField(
-        default=False, db_comment="Flag to use summarized content as source"
+        default=False,
+        db_comment="Flag to use summarized content as source",
+        help_text="Whether to use summarized text as source",
     )
     summarize_prompt = models.TextField(
         blank=True,
         db_comment="Field to store the summarize prompt",
         unique=False,
+        help_text="Prompt used for context summarization",
     )
     summarize_llm_adapter = models.ForeignKey(
         AdapterInstance,
@@ -77,19 +96,25 @@ class CustomTool(DefaultOrganizationMixin, BaseModel):
         null=True,
         blank=True,
         related_name="summarize_enabled_custom_tools",
+        help_text="LLM adapter used for context summarization",
     )
     preamble = models.TextField(
         blank=True,
         db_comment="Preamble to the prompts",
         default=DefaultPrompts.PREAMBLE,
+        help_text="Text prepended to all prompts",
     )
     postamble = models.TextField(
         blank=True,
         db_comment="Appended as postable to prompts.",
         default=DefaultPrompts.POSTAMBLE,
+        help_text="Text appended to all prompts",
     )
     prompt_grammer = models.JSONField(
-        null=True, blank=True, db_comment="Synonymous words used in prompt"
+        null=True,
+        blank=True,
+        db_comment="Synonymous words used in prompt",
+        help_text="Grammar/synonym mappings for prompt normalization",
     )
     monitor_llm = models.ForeignKey(
         AdapterInstance,
@@ -98,6 +123,7 @@ class CustomTool(DefaultOrganizationMixin, BaseModel):
         null=True,
         blank=True,
         related_name="custom_tools_monitor",
+        help_text="LLM adapter used for monitoring/evaluation",
     )
     created_by = models.ForeignKey(
         User,
@@ -106,6 +132,7 @@ class CustomTool(DefaultOrganizationMixin, BaseModel):
         blank=True,
         editable=False,
         related_name="custom_tools_created",
+        help_text="User who created this resource",
     )
     modified_by = models.ForeignKey(
         User,
@@ -114,15 +141,18 @@ class CustomTool(DefaultOrganizationMixin, BaseModel):
         blank=True,
         editable=False,
         related_name="custom_tools_modified",
+        help_text="User who last modified this resource",
     )
 
     exclude_failed = models.BooleanField(
         db_comment="Flag to make the answer null if it is incorrect",
         default=True,
+        help_text="Whether to exclude failed extractions from output",
     )
     single_pass_extraction_mode = models.BooleanField(
         db_comment="Flag to enable or disable single pass extraction mode",
         default=False,
+        help_text="Whether single-pass extraction is enabled",
     )
     challenge_llm = models.ForeignKey(
         AdapterInstance,
@@ -131,31 +161,43 @@ class CustomTool(DefaultOrganizationMixin, BaseModel):
         null=True,
         blank=True,
         related_name="custom_tools_challenge",
+        help_text="LLM adapter used for challenge/verification",
     )
     enable_challenge = models.BooleanField(
-        db_comment="Flag to enable or disable challenge", default=False
+        db_comment="Flag to enable or disable challenge",
+        default=False,
+        help_text="Whether LLM challenge/verification is enabled",
     )
     enable_highlight = models.BooleanField(
-        db_comment="Flag to enable or disable document highlighting", default=False
+        db_comment="Flag to enable or disable document highlighting",
+        default=False,
+        help_text="Whether document highlighting is enabled",
     )
     enable_word_confidence = models.BooleanField(
         db_comment="Flag to enable or disable word-level confidence (depends on enable_highlight)",
         default=False,
+        help_text="Whether word-level confidence scoring is enabled",
     )
     custom_data = models.JSONField(
         null=True,
         blank=True,
         db_comment="Custom data for variable replacement in prompts using {{custom_data.key}} syntax",
+        help_text="Custom key-value data for variable replacement in prompts",
     )
 
     # Introduced field to establish M2M relation between users and custom_tool.
     # This will introduce intermediary table which relates both the models.
-    shared_users = models.ManyToManyField(User, related_name="shared_custom_tools")
+    shared_users = models.ManyToManyField(
+        User,
+        related_name="shared_custom_tools",
+        help_text="Users this project is shared with",
+    )
 
     # Field to enable organization-level sharing
     shared_to_org = models.BooleanField(
         default=False,
         db_comment="Flag to share this custom tool with all users in the organization",
+        help_text="Whether shared with entire organization",
     )
 
     objects = CustomToolModelManager()
diff --git a/backend/prompt_studio/prompt_studio_core_v2/serializers.py b/backend/prompt_studio/prompt_studio_core_v2/serializers.py
index 9a90fa3583..d39324a988 100644
--- a/backend/prompt_studio/prompt_studio_core_v2/serializers.py
+++ b/backend/prompt_studio/prompt_studio_core_v2/serializers.py
@@ -35,12 +35,20 @@
 
 class CustomToolSerializer(IntegrityErrorMixin, AuditSerializer):
     shared_users = serializers.PrimaryKeyRelatedField(
-        queryset=User.objects.all(), required=False, allow_null=True, many=True
+        queryset=User.objects.all(),
+        required=False,
+        allow_null=True,
+        many=True,
+        help_text="User IDs this project is shared with",
     )
 
     class Meta:
         model = CustomTool
         fields = "__all__"
+        extra_kwargs = {
+            "created_at": {"help_text": "Creation timestamp (ISO 8601)"},
+            "modified_at": {"help_text": "Last modification timestamp (ISO 8601)"},
+        }
 
     unique_error_message_map: dict[str, dict[str, str]] = {
         "unique_tool_name": {
@@ -168,8 +176,6 @@ class PromptStudioResponseSerializer(serializers.Serializer):
 
 
 class SharedUserListSerializer(serializers.ModelSerializer):
-    """Used for listing users of Custom tool."""
-
     created_by = UserSerializer()
     shared_users = UserSerializer(many=True)
 
diff --git a/backend/prompt_studio/prompt_studio_core_v2/views.py b/backend/prompt_studio/prompt_studio_core_v2/views.py
index f9f2e7ec7b..4d443792b7 100644
--- a/backend/prompt_studio/prompt_studio_core_v2/views.py
+++ b/backend/prompt_studio/prompt_studio_core_v2/views.py
@@ -10,6 +10,8 @@
 from django.db import IntegrityError
 from django.db.models import QuerySet
 from django.http import HttpRequest, HttpResponse
+from drf_spectacular.types import OpenApiTypes
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from file_management.constants import FileInformationKey as FileKey
 from file_management.exceptions import FileNotFound
 from permissions.permission import IsOwner, IsOwnerOrSharedUserOrSharedToOrg
@@ -84,9 +86,39 @@
 logger = logging.getLogger(__name__)
 
 
+@extend_schema_view(
+    list=extend_schema(
+        summary="List Prompt Studio projects",
+        description="Returns all Prompt Studio projects accessible to the caller.",
+        tags=["Prompt Studio"],
+    ),
+    create=extend_schema(
+        summary="Create a Prompt Studio project",
+        description="Creates a new project with the given name and settings.",
+        tags=["Prompt Studio"],
+    ),
+    retrieve=extend_schema(
+        summary="Get Prompt Studio project details",
+        description="Returns full project details including prompts, profiles, "
+        "and default profile configuration.",
+        tags=["Prompt Studio"],
+    ),
+    update=extend_schema(
+        summary="Update a Prompt Studio project", tags=["Prompt Studio"]
+    ),
+    partial_update=extend_schema(
+        summary="Partially update a Prompt Studio project",
+        description="Update specific fields. Commonly used for `shared_users`, "
+        "`tool_name`, or LLM settings.",
+        tags=["Prompt Studio"],
+    ),
+    destroy=extend_schema(
+        summary="Delete a Prompt Studio project",
+        description="Deletes the project. Fails if the tool is deployed in any workflow.",
+        tags=["Prompt Studio"],
+    ),
+)
 class PromptStudioCoreView(viewsets.ModelViewSet):
-    """Viewset to handle all Custom tool related operations."""
-
     versioning_class = URLPathVersioning
 
     serializer_class = CustomToolSerializer
@@ -285,6 +317,13 @@ def partial_update(
 
         return response
 
+    @extend_schema(
+        summary="Get select field choices",
+        description="Returns all static dropdown field values for the Prompt Studio UI "
+        "(output types, LLM parameters, etc.).",
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["get"])
     def get_select_choices(self, request: HttpRequest) -> Response:
         """Method to return all static dropdown field values.
@@ -301,6 +340,13 @@ def get_select_choices(self, request: HttpRequest) -> Response:
             logger.error(f"Error occured while fetching select fields {e}")
             return Response(select_choices, status=status.HTTP_204_NO_CONTENT)
 
+    @extend_schema(
+        summary="Get retrieval strategies",
+        description="Returns metadata about available RAG retrieval strategies "
+        "including descriptions, use cases, and performance tradeoffs.",
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["get"])
     def get_retrieval_strategies(self, request: HttpRequest, pk: Any = None) -> Response:
         """Method to return all retrieval strategy metadata.
@@ -325,6 +371,12 @@ def get_retrieval_strategies(self, request: HttpRequest, pk: Any = None) -> Resp
                 status=status.HTTP_500_INTERNAL_SERVER_ERROR,
             )
 
+    @extend_schema(
+        summary="List LLM profiles for a project",
+        description="Returns all LLM profile configurations for the given project.",
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["get"])
     def list_profiles(self, request: HttpRequest, pk: Any = None) -> Response:
         prompt_tool = (
@@ -341,6 +393,13 @@ def list_profiles(self, request: HttpRequest, pk: Any = None) -> Response:
 
         return Response(serialized_instances)
 
+    @extend_schema(
+        summary="Set default LLM profile",
+        description="Sets the specified profile as the default. "
+        'Body: {"default_profile": "profile_uuid"}.',
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["patch"])
     def make_profile_default(self, request: HttpRequest, pk: Any = None) -> Response:
         prompt_tool = (
@@ -360,6 +419,13 @@ def make_profile_default(self, request: HttpRequest, pk: Any = None) -> Response
             data={"default_profile": profile_manager.profile_id},
         )
 
+    @extend_schema(
+        summary="Index a document for RAG",
+        description="Indexes a document for RAG retrieval. "
+        'Body: {"document_id": "uuid"}. Must be called before fetch_response.',
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["post"])
     def index_document(self, request: HttpRequest, pk: Any = None) -> Response:
         """API Entry point method to index input file.
@@ -400,6 +466,13 @@ def index_document(self, request: HttpRequest, pk: Any = None) -> Response:
             logger.error("Error occured while indexing. Unique ID is not valid.")
             raise IndexingAPIError()
 
+    @extend_schema(
+        summary="Fetch prompt response",
+        description="Runs a prompt against an indexed document and returns the LLM response. "
+        'Body: {"document_id", "id" (prompt_id), "profile_manager" (profile_uuid)}.',
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["post"])
     def fetch_response(self, request: HttpRequest, pk: Any = None) -> Response:
         """API Entry point method to fetch response to prompt.
@@ -450,6 +523,13 @@ def fetch_response(self, request: HttpRequest, pk: Any = None) -> Response:
 
         return Response(response, status=status.HTTP_200_OK)
 
+    @extend_schema(
+        summary="Run single-pass extraction",
+        description="Runs all prompts in a single LLM call for cost-efficient extraction. "
+        'Body: {"document_id"}.',
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["post"])
     def single_pass_extraction(self, request: HttpRequest, pk: uuid) -> Response:
         """API Entry point method to fetch response to prompt.
@@ -479,6 +559,12 @@ def single_pass_extraction(self, request: HttpRequest, pk: uuid) -> Response:
         )
         return Response(response, status=status.HTTP_200_OK)
 
+    @extend_schema(
+        summary="List shared users",
+        description="Returns the list of users the project is shared with.",
+        tags=["Prompt Studio"],
+        responses={200: SharedUserListSerializer},
+    )
     @action(detail=True, methods=["get"])
     def list_of_shared_users(self, request: HttpRequest, pk: Any = None) -> Response:
         custom_tool = (
@@ -489,6 +575,11 @@ def list_of_shared_users(self, request: HttpRequest, pk: Any = None) -> Response
 
         return Response(serialized_instances)
 
+    @extend_schema(
+        summary="Create a prompt",
+        description="Creates a new prompt within the project.",
+        tags=["Prompt Studio"],
+    )
     @action(detail=True, methods=["post"])
     def create_prompt(self, request: HttpRequest, pk: Any = None) -> Response:
         context = super().get_serializer_context()
@@ -505,6 +596,11 @@ def create_prompt(self, request: HttpRequest, pk: Any = None) -> Response:
         return Response(serializer.data, status=status.HTTP_201_CREATED)
 
     # TODO: Move to prompt_profile_manager app and move validation to serializer
+    @extend_schema(
+        summary="Create a profile manager",
+        description="Creates a new LLM profile configuration for the project.",
+        tags=["Prompt Studio"],
+    )
     @action(detail=True, methods=["post"])
     def create_profile_manager(self, request: HttpRequest, pk: Any = None) -> Response:
         context = super().get_serializer_context()
@@ -536,6 +632,12 @@ def create_profile_manager(self, request: HttpRequest, pk: Any = None) -> Respon
             )
         return Response(serializer.data, status=status.HTTP_201_CREATED)
 
+    @extend_schema(
+        summary="Fetch file contents",
+        description="Returns the extracted text content of a document for the IDE view.",
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["get"])
     def fetch_contents_ide(self, request: HttpRequest, pk: Any = None) -> Response:
         custom_tool = self.get_object()
@@ -596,6 +698,12 @@ def fetch_contents_ide(self, request: HttpRequest, pk: Any = None) -> Response:
             raise FileNotFound()
         return Response(contents, status=status.HTTP_200_OK)
 
+    @extend_schema(
+        summary="Upload a file to project",
+        description="Uploads a document file to the project for processing.",
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["post"])
     def upload_for_ide(self, request: HttpRequest, pk: Any = None) -> Response:
         custom_tool = self.get_object()
@@ -672,6 +780,12 @@ def upload_for_ide(self, request: HttpRequest, pk: Any = None) -> Response:
 
         return Response({"data": documents})
 
+    @extend_schema(
+        summary="Delete a file from project",
+        description="Removes a document file from the project.",
+        tags=["Prompt Studio"],
+        responses={204: None},
+    )
     @action(detail=True, methods=["delete"])
     def delete_for_ide(self, request: HttpRequest, pk: uuid) -> Response:
         custom_tool = self.get_object()
@@ -711,6 +825,12 @@ def delete_for_ide(self, request: HttpRequest, pk: uuid) -> Response:
                 status=status.HTTP_400_BAD_REQUEST,
             )
 
+    @extend_schema(
+        summary="Export project as a tool for deployment",
+        description="Exports the project as a deployable tool that can be "
+        "used in workflows and API deployments.",
+        tags=["Prompt Studio"],
+    )
     @action(detail=True, methods=["post"])
     def export_tool(self, request: Request, pk: Any = None) -> Response:
         """API Endpoint for exporting required jsons for the custom tool."""
@@ -744,6 +864,12 @@ def export_tool(self, request: Request, pk: Any = None) -> Response:
             status=status.HTTP_200_OK,
         )
 
+    @extend_schema(
+        summary="Get export info for a project tool",
+        description="Returns metadata about the exportable tool (version, prompts count, etc.).",
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["get"])
     def export_tool_info(self, request: Request, pk: Any = None) -> Response:
         custom_tool = self.get_object()
@@ -757,6 +883,13 @@ def export_tool_info(self, request: Request, pk: Any = None) -> Response:
         else:
             return Response(status=status.HTTP_204_NO_CONTENT)
 
+    @extend_schema(
+        summary="Export project as portable JSON",
+        description="Downloads the project as a JSON file suitable for importing "
+        "into another environment via `POST /prompt-studio/project-transfer/`.",
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.BINARY},
+    )
     @action(detail=True, methods=["get"])
     def export_project(self, request: Request, pk: Any = None) -> HttpResponse:
         """API Endpoint for exporting project settings as downloadable JSON."""
@@ -785,6 +918,13 @@ def export_project(self, request: Request, pk: Any = None) -> HttpResponse:
                 status=status.HTTP_500_INTERNAL_SERVER_ERROR,
             )
 
+    @extend_schema(
+        summary="Import a Prompt Studio project",
+        description="Import a project from JSON previously exported via "
+        "`GET /prompt-studio/project-transfer/{tool_id}`. "
+        "Adapters must be reconfigured on the target environment.",
+        tags=["Prompt Studio"],
+    )
     @action(detail=False, methods=["post"])
     def import_project(self, request: Request) -> Response:
         """API Endpoint for importing project settings from JSON file."""
@@ -852,6 +992,12 @@ def import_project(self, request: Request) -> Response:
                 status=status.HTTP_500_INTERNAL_SERVER_ERROR,
             )
 
+    @extend_schema(
+        summary="Check deployment usage for project",
+        description="Checks if the project's exported tool is used in any active deployments or workflows.",
+        tags=["Prompt Studio"],
+        responses={200: OpenApiTypes.OBJECT},
+    )
     @action(detail=True, methods=["get"])
     def check_deployment_usage(self, request: Request, pk: Any = None) -> Response:
         """Check if the Prompt Studio project is used in any deployments.
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 536b043329..842d102c00 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -27,7 +27,7 @@ dependencies = [
     "django-redis==5.4.0",
     "django-tenants==3.5.0",
     "drf-standardized-errors>=0.12.6",
-    "drf-yasg>=1.21.8", # For API docs
+    "drf-spectacular>=0.27.0", # For API docs
     "psycopg2-binary==2.9.9",
     "python-dotenv==1.0.1",
     "python-magic==0.4.27", # For file upload/download
diff --git a/backend/tool_instance_v2/models.py b/backend/tool_instance_v2/models.py
index 971f1249bf..8dd9282f75 100644
--- a/backend/tool_instance_v2/models.py
+++ b/backend/tool_instance_v2/models.py
@@ -30,25 +30,50 @@ class Status(models.TextChoices):
         related_name="tool_instances",
         null=False,
         blank=False,
+        help_text="Workflow this tool instance belongs to",
+    )
+    id = models.UUIDField(
+        primary_key=True,
+        default=uuid.uuid4,
+        editable=False,
+        help_text="Tool instance UUID",
     )
-    id = models.UUIDField(primary_key=True, default=uuid.uuid4, editable=False)
     tool_id = models.CharField(
         max_length=TOOL_ID_LENGTH,
         db_comment="Function name of the tool being used",
+        help_text="Registered tool identifier (Prompt Studio registry ID)",
+    )
+    input = models.JSONField(
+        null=True,
+        db_comment="Provisional WF input to a tool",
+        help_text="Tool input configuration (JSON)",
+    )
+    output = models.JSONField(
+        null=True,
+        db_comment="Provisional WF output to a tool",
+        help_text="Tool output configuration (JSON)",
+    )
+    version = models.CharField(
+        max_length=TOOL_VERSION_LENGTH,
+        help_text="Tool version",
+    )
+    metadata = models.JSONField(
+        db_comment="Stores config for a tool",
+        help_text="Tool configuration and settings (JSON)",
+    )
+    step = models.IntegerField(help_text="Execution order within the workflow")
+    status = models.CharField(
+        max_length=TOOL_STATUS_LENGTH,
+        default="Ready to start",
+        help_text="Current status: PENDING, READY, INITIATED, COMPLETED, or ERROR",
     )
-    input = models.JSONField(null=True, db_comment="Provisional WF input to a tool")
-    output = models.JSONField(null=True, db_comment="Provisional WF output to a tool")
-    version = models.CharField(max_length=TOOL_VERSION_LENGTH)
-    metadata = models.JSONField(db_comment="Stores config for a tool")
-    step = models.IntegerField()
-    # TODO: Make as an enum supporting fixed values once we have clarity
-    status = models.CharField(max_length=TOOL_STATUS_LENGTH, default="Ready to start")
     created_by = models.ForeignKey(
         User,
         on_delete=models.SET_NULL,
         related_name="tool_instances_created",
         null=True,
         blank=True,
+        help_text="User who created this resource",
     )
     modified_by = models.ForeignKey(
         User,
@@ -56,6 +81,7 @@ class Status(models.TextChoices):
         related_name="tool_instances_modified",
         null=True,
         blank=True,
+        help_text="User who last modified this resource",
     )
     objects = ToolInstanceManager()
 
diff --git a/backend/utils/models/base_model.py b/backend/utils/models/base_model.py
index b26f0f67d2..6b401d9e81 100644
--- a/backend/utils/models/base_model.py
+++ b/backend/utils/models/base_model.py
@@ -2,8 +2,12 @@
 
 
 class BaseModel(models.Model):
-    created_at = models.DateTimeField(auto_now_add=True)
-    modified_at = models.DateTimeField(auto_now=True)
+    created_at = models.DateTimeField(
+        auto_now_add=True, help_text="Creation timestamp (ISO 8601)"
+    )
+    modified_at = models.DateTimeField(
+        auto_now=True, help_text="Last modification timestamp (ISO 8601)"
+    )
 
     class Meta:
         abstract = True
diff --git a/backend/utils/models/organization_mixin.py b/backend/utils/models/organization_mixin.py
index 1e178fe0c4..c21bd37625 100644
--- a/backend/utils/models/organization_mixin.py
+++ b/backend/utils/models/organization_mixin.py
@@ -12,6 +12,7 @@ class DefaultOrganizationMixin(models.Model):
         null=True,
         blank=True,
         default=None,
+        help_text="Organization this resource belongs to",
     )
 
     class Meta:
diff --git a/backend/utils/serializer/integrity_error_mixin.py b/backend/utils/serializer/integrity_error_mixin.py
index ff068ce3f4..c6e2d985b6 100644
--- a/backend/utils/serializer/integrity_error_mixin.py
+++ b/backend/utils/serializer/integrity_error_mixin.py
@@ -7,10 +7,6 @@
 
 
 class IntegrityErrorMixin:
-    """Mixin to handle IntegrityError across multiple serializers for unique
-    constraint violations.
-    """
-
     unique_error_message_map: dict[str, dict[str, str]] = {}
 
     def save(self, **kwargs):
diff --git a/backend/uv.lock b/backend/uv.lock
index d8d9707f13..98788836f8 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 1
+revision = 3
 requires-python = "==3.12.*"
 
 [manifest]
@@ -20,9 +20,9 @@ dependencies = [
     { name = "azure-storage-blob" },
     { name = "fsspec" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b4/1e/6d5146676044247af566fa5843b335b1a647e6446070cec9c8b61c31b369/adlfs-2024.7.0.tar.gz", hash = "sha256:106995b91f0eb5e775bcd5957d180d9a14faef3271a063b1f65c66fd5ab05ddf", size = 48588 }
+sdist = { url = "https://files.pythonhosted.org/packages/b4/1e/6d5146676044247af566fa5843b335b1a647e6446070cec9c8b61c31b369/adlfs-2024.7.0.tar.gz", hash = "sha256:106995b91f0eb5e775bcd5957d180d9a14faef3271a063b1f65c66fd5ab05ddf", size = 48588, upload-time = "2024-07-22T12:10:33.849Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/6f/51/a71c457bd0bc8af3e522b6999ff300852c7c446e384fd9904b0794f875df/adlfs-2024.7.0-py3-none-any.whl", hash = "sha256:2005c8e124fda3948f2a6abb2dbebb2c936d2d821acaca6afd61932edfa9bc07", size = 41349 },
+    { url = "https://files.pythonhosted.org/packages/6f/51/a71c457bd0bc8af3e522b6999ff300852c7c446e384fd9904b0794f875df/adlfs-2024.7.0-py3-none-any.whl", hash = "sha256:2005c8e124fda3948f2a6abb2dbebb2c936d2d821acaca6afd61932edfa9bc07", size = 41349, upload-time = "2024-07-22T12:10:32.226Z" },
 ]
 
 [[package]]
@@ -35,9 +35,9 @@ dependencies = [
     { name = "botocore" },
     { name = "wrapt" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ea/17/2f6305cc52976dea8156b56badc3602f162f86693a6cc8badc20d2c5cfe6/aiobotocore-2.13.3.tar.gz", hash = "sha256:ac5620f93cc3e7c2aef7c67ba2bb74035ff8d49ee2325821daed13b3dd82a473", size = 106736 }
+sdist = { url = "https://files.pythonhosted.org/packages/ea/17/2f6305cc52976dea8156b56badc3602f162f86693a6cc8badc20d2c5cfe6/aiobotocore-2.13.3.tar.gz", hash = "sha256:ac5620f93cc3e7c2aef7c67ba2bb74035ff8d49ee2325821daed13b3dd82a473", size = 106736, upload-time = "2024-08-22T20:42:13.086Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/81/98/1c1a1ba5d74f87cbabbf207d36a98551b082b8b187dc35f7808b43f4cf1a/aiobotocore-2.13.3-py3-none-any.whl", hash = "sha256:1272f765fd9414e1a68f8add71978367db94e17e36c3bf629cf1153eb5141fb9", size = 77194 },
+    { url = "https://files.pythonhosted.org/packages/81/98/1c1a1ba5d74f87cbabbf207d36a98551b082b8b187dc35f7808b43f4cf1a/aiobotocore-2.13.3-py3-none-any.whl", hash = "sha256:1272f765fd9414e1a68f8add71978367db94e17e36c3bf629cf1153eb5141fb9", size = 77194, upload-time = "2024-08-22T20:42:09.784Z" },
 ]
 
 [package.optional-dependencies]
@@ -49,9 +49,9 @@ boto3 = [
 name = "aiohappyeyeballs"
 version = "2.6.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760 }
+sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265 },
+    { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload-time = "2025-03-12T01:42:47.083Z" },
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@@ -67,34 +67,34 @@ dependencies = [
     { name = "propcache" },
     { name = "yarl" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/50/42/32cf8e7704ceb4481406eb87161349abb46a57fee3f008ba9cb610968646/aiohttp-3.13.3.tar.gz", hash = "sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88", size = 7844556, upload-time = "2026-01-03T17:33:05.204Z" }
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 [[package]]
 name = "zipp"
 version = "3.23.0"
 source = { registry = "https://pypi.org/simple" }
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diff --git a/backend/workflow_manager/workflow_v2/execution_log_view.py b/backend/workflow_manager/workflow_v2/execution_log_view.py
index 60dee534a0..52fe3209f8 100644
--- a/backend/workflow_manager/workflow_v2/execution_log_view.py
+++ b/backend/workflow_manager/workflow_v2/execution_log_view.py
@@ -3,6 +3,7 @@
 from django.db.models import Q
 from django.db.models.query import QuerySet
 from django_filters.rest_framework import DjangoFilterBackend
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from permissions.permission import IsOwner
 from rest_framework import viewsets
 from rest_framework.filters import OrderingFilter
@@ -16,6 +17,14 @@
 logger = logging.getLogger(__name__)
 
 
+@extend_schema_view(
+    list=extend_schema(
+        summary="List execution logs",
+        description="Returns paginated log entries for a specific execution. "
+        "Supports ordering by `event_time`.",
+        tags=["Workflows"],
+    ),
+)
 class WorkflowExecutionLogViewSet(viewsets.ModelViewSet):
     versioning_class = URLPathVersioning
     permission_classes = [IsOwner]
diff --git a/backend/workflow_manager/workflow_v2/execution_view.py b/backend/workflow_manager/workflow_v2/execution_view.py
index 47d99d93f5..9baeb3bc3e 100644
--- a/backend/workflow_manager/workflow_v2/execution_view.py
+++ b/backend/workflow_manager/workflow_v2/execution_view.py
@@ -1,5 +1,6 @@
 import logging
 
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from permissions.permission import IsOwner
 from rest_framework import viewsets
 from rest_framework.versioning import URLPathVersioning
@@ -10,6 +11,19 @@
 logger = logging.getLogger(__name__)
 
 
+@extend_schema_view(
+    retrieve=extend_schema(
+        summary="Get workflow execution details",
+        description="Returns execution status, result, and metadata for a single execution.",
+        tags=["Workflows"],
+    ),
+    list=extend_schema(
+        summary="List executions for a workflow",
+        description="Returns paginated execution history for a specific workflow, "
+        "ordered by most recent first.",
+        tags=["Workflows"],
+    ),
+)
 class WorkflowExecutionViewSet(viewsets.ModelViewSet):
     versioning_class = URLPathVersioning
     permission_classes = [IsOwner]
diff --git a/backend/workflow_manager/workflow_v2/file_history_views.py b/backend/workflow_manager/workflow_v2/file_history_views.py
index 6a15621947..932a2ba54c 100644
--- a/backend/workflow_manager/workflow_v2/file_history_views.py
+++ b/backend/workflow_manager/workflow_v2/file_history_views.py
@@ -1,6 +1,7 @@
 import logging
 
 from django.shortcuts import get_object_or_404
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from rest_framework import status, viewsets
 from rest_framework.decorators import action
 from rest_framework.exceptions import ValidationError
@@ -18,9 +19,12 @@
 MAX_BULK_DELETE_LIMIT = 100
 
 
+@extend_schema_view(
+    list=extend_schema(summary="List file histories for a workflow", tags=["Workflows"]),
+    retrieve=extend_schema(summary="Get file history details", tags=["Workflows"]),
+    destroy=extend_schema(summary="Delete a file history entry", tags=["Workflows"]),
+)
 class FileHistoryViewSet(viewsets.ReadOnlyModelViewSet):
-    """ViewSet for file history operations with filtering support."""
-
     serializer_class = FileHistorySerializer
     lookup_field = "id"
     permission_classes = [IsAuthenticated, IsWorkflowOwnerOrShared]
@@ -95,6 +99,11 @@ def destroy(self, request, workflow_id=None, id=None):
             {"message": "File history deleted successfully"}, status=status.HTTP_200_OK
         )
 
+    @extend_schema(
+        summary="Clear file history for a workflow",
+        description="Clears all file history entries for the workflow, allowing full reprocessing.",
+        tags=["Workflows"],
+    )
     @action(detail=False, methods=["post"])
     def clear(self, request, workflow_id=None):
         """Clear file histories with filters or by specific IDs.
diff --git a/backend/workflow_manager/workflow_v2/models/workflow.py b/backend/workflow_manager/workflow_v2/models/workflow.py
index a286662a19..cf43d9feb2 100644
--- a/backend/workflow_manager/workflow_v2/models/workflow.py
+++ b/backend/workflow_manager/workflow_v2/models/workflow.py
@@ -47,33 +47,54 @@ class ExecutionAction(models.TextChoices):
 
     # TODO Make this guid as primaryId instaed of current id bigint
     id = models.UUIDField(primary_key=True, default=uuid.uuid4, editable=False)
-    description = models.TextField(max_length=DESCRIPTION_FIELD_LENGTH, default="")
-    workflow_name = models.CharField(max_length=WORKFLOW_NAME_SIZE)
-    is_active = models.BooleanField(default=False)
-    status = models.CharField(max_length=WORKFLOW_STATUS_LENGTH, default="")
+    description = models.TextField(
+        max_length=DESCRIPTION_FIELD_LENGTH,
+        default="",
+        help_text="Optional description",
+    )
+    workflow_name = models.CharField(
+        max_length=WORKFLOW_NAME_SIZE,
+        help_text="Display name of the workflow",
+    )
+    is_active = models.BooleanField(
+        default=False,
+        help_text="Whether the workflow is currently active",
+    )
+    status = models.CharField(
+        max_length=WORKFLOW_STATUS_LENGTH,
+        default="",
+        help_text="Current workflow status",
+    )
     workflow_owner = models.ForeignKey(
         User,
         on_delete=models.SET_NULL,
         related_name="workflows_owned",
         null=True,
         blank=True,
+        help_text="Owner of the workflow",
     )
     deployment_type = models.CharField(
         choices=WorkflowType.choices,
         db_comment="Type of workflow deployment",
         default=WorkflowType.DEFAULT,
+        help_text="Deployment type: DEFAULT, ETL, TASK, API, or APP",
     )
     source_settings = models.JSONField(
-        null=True, db_comment="Settings for the Source module"
+        null=True,
+        db_comment="Settings for the Source module",
+        help_text="Source connector configuration (JSON)",
     )
     destination_settings = models.JSONField(
-        null=True, db_comment="Settings for the Destination module"
+        null=True,
+        db_comment="Settings for the Destination module",
+        help_text="Destination connector configuration (JSON)",
     )
     max_file_execution_count = models.IntegerField(
         null=True,
         blank=True,
         validators=[MinValueValidator(1)],
         db_comment="Maximum times a file can be executed. null=use org/global default. Only enforced for ETL/TASK workflows.",
+        help_text="Maximum times a file can be re-executed",
     )
 
     created_by = models.ForeignKey(
@@ -82,6 +103,7 @@ class ExecutionAction(models.TextChoices):
         related_name="workflows_created",
         null=True,
         blank=True,
+        help_text="User who created this resource",
     )
     modified_by = models.ForeignKey(
         User,
@@ -89,6 +111,7 @@ class ExecutionAction(models.TextChoices):
         related_name="workflows_modified",
         null=True,
         blank=True,
+        help_text="User who last modified this resource",
     )
 
     # Sharing fields
@@ -98,6 +121,7 @@ class ExecutionAction(models.TextChoices):
     shared_to_org = models.BooleanField(
         default=False,
         db_comment="Whether this workflow is shared with the entire organization",
+        help_text="Whether shared with entire organization",
     )
 
     # Manager
diff --git a/backend/workflow_manager/workflow_v2/serializers.py b/backend/workflow_manager/workflow_v2/serializers.py
index 6442d1e1fa..c49e4bee17 100644
--- a/backend/workflow_manager/workflow_v2/serializers.py
+++ b/backend/workflow_manager/workflow_v2/serializers.py
@@ -37,6 +37,15 @@ class Meta:
             WorkflowKey.LLM_RESPONSE: {
                 "required": False,
             },
+            "workflow_name": {
+                "help_text": "Display name of the workflow",
+            },
+            "description": {
+                "help_text": "Optional description",
+            },
+            "is_active": {
+                "help_text": "Whether the workflow is active",
+            },
         }
 
     unique_error_message_map: dict[str, dict[str, str]] = {
@@ -70,12 +79,16 @@ def create(self, validated_data: dict[str, Any]) -> Any:
 
 
 class ExecuteWorkflowSerializer(Serializer):
-    workflow_id = UUIDField(required=True)
+    workflow_id = UUIDField(required=True, help_text="UUID of the workflow to execute")
     execution_action = ChoiceField(
-        choices=Workflow.ExecutionAction.choices, required=False
+        choices=Workflow.ExecutionAction.choices,
+        required=False,
+        help_text="Action to perform (e.g. START, STOP)",
     )
-    execution_id = UUIDField(required=False)
-    log_guid = UUIDField(required=False)
+    execution_id = UUIDField(
+        required=False, help_text="UUID of an existing execution to act on"
+    )
+    log_guid = UUIDField(required=False, help_text="UUID to correlate log entries")
     # TODO: Add other fields to handle WFExecution method, mode .etc.
 
     def get_workflow_id(self, validated_data: dict[str, str | None]) -> str | None:
@@ -139,14 +152,7 @@ class Meta:
         fields = "__all__"
 
     def get_max_execution_count(self, obj: FileHistory) -> int:
-        """Get the maximum execution count from the associated workflow.
-
-        Args:
-            obj: FileHistory instance
-
-        Returns:
-            int: Maximum execution count from workflow configuration
-        """
+        """Maximum execution count configured for this workflow."""
         return obj.workflow.get_max_execution_count()
 
     def get_has_exceeded_limit(self, obj: FileHistory) -> bool:
diff --git a/backend/workflow_manager/workflow_v2/views.py b/backend/workflow_manager/workflow_v2/views.py
index ec6fb46b77..a619b8e4b0 100644
--- a/backend/workflow_manager/workflow_v2/views.py
+++ b/backend/workflow_manager/workflow_v2/views.py
@@ -8,6 +8,7 @@
 from django.shortcuts import get_object_or_404
 from django.utils import timezone
 from django.views.decorators.csrf import csrf_exempt
+from drf_spectacular.utils import extend_schema, extend_schema_view
 from permissions.permission import IsOwner, IsOwnerOrSharedUserOrSharedToOrg
 from pipeline_v2.models import Pipeline
 from pipeline_v2.pipeline_processor import PipelineProcessor
@@ -69,6 +70,27 @@ def make_execution_response(response: ExecutionResponse) -> Any:
     return ExecuteWorkflowResponseSerializer(response).data
 
 
+@extend_schema_view(
+    list=extend_schema(
+        summary="List workflows",
+        description="Returns all workflows accessible to the caller. "
+        "Supports `?order_by=asc|desc` for sorting by modified date.",
+        tags=["Workflows"],
+    ),
+    create=extend_schema(summary="Create a workflow", tags=["Workflows"]),
+    retrieve=extend_schema(
+        summary="Get workflow details",
+        description="Returns full workflow definition including tool instances.",
+        tags=["Workflows"],
+    ),
+    update=extend_schema(summary="Update a workflow", tags=["Workflows"]),
+    partial_update=extend_schema(
+        summary="Partially update a workflow",
+        description="Update specific fields like `workflow_name`, `shared_users`, etc.",
+        tags=["Workflows"],
+    ),
+    destroy=extend_schema(summary="Delete a workflow", tags=["Workflows"]),
+)
 class WorkflowViewSet(viewsets.ModelViewSet):
     versioning_class = URLPathVersioning
 
@@ -213,6 +235,12 @@ def get_workflow_by_id(
             raise WorkflowDoesNotExistError()
         return workflow
 
+    @extend_schema(
+        summary="Execute a workflow",
+        description="Trigger workflow execution. Pass `workflow_id` in the request body. "
+        "Optionally attach files via multipart form data for API-style execution.",
+        tags=["Workflows"],
+    )
     def execute(
         self,
         request: Request,
@@ -312,16 +340,31 @@ def execute_workflow(
             )
         return execution_response
 
+    @extend_schema(
+        summary="Activate a project workflow",
+        description="Sets a project's workflow as the active one.",
+        tags=["Workflows"],
+    )
     def activate(self, request: Request, pk: str) -> Response:
         workflow = WorkflowHelper.active_project_workflow(pk)
         serializer = WorkflowSerializer(workflow)
         return Response(serializer.data, status=status.HTTP_200_OK)
 
+    @extend_schema(
+        summary="Check if workflow can be updated",
+        description="Returns whether the workflow is safe to update (no running executions).",
+        tags=["Workflows"],
+    )
     @action(detail=True, methods=["get"])
     def can_update(self, request: Request, pk: str) -> Response:
         response: dict[str, Any] = WorkflowHelper.can_update_workflow(pk)
         return Response(response, status=status.HTTP_200_OK)
 
+    @extend_schema(
+        summary="Clear file execution markers",
+        description="Resets file execution tracking markers so files can be reprocessed.",
+        tags=["Workflows"],
+    )
     @action(detail=True, methods=["get"])
     def clear_file_marker(self, request: Request, *args: Any, **kwargs: Any) -> Response:
         workflow = self.get_object()
@@ -330,6 +373,12 @@ def clear_file_marker(self, request: Request, *args: Any, **kwargs: Any) -> Resp
         )
         return Response(response.get("message"), status=response.get("status"))
 
+    @extend_schema(
+        summary="Get workflow JSON schema",
+        description="Returns JSON schema for source/destination configuration. "
+        "Query params: type (src|dst), entity (file|api|db).",
+        tags=["Workflows"],
+    )
     @action(detail=False, methods=["get"])
     def get_schema(self, request: Request, *args: Any, **kwargs: Any) -> Response:
         """Retrieves the JSON schema for source/destination type modules for
@@ -353,6 +402,12 @@ def get_schema(self, request: Request, *args: Any, **kwargs: Any) -> Response:
         )
         return Response(data=json_schema, status=status.HTTP_200_OK)
 
+    @extend_schema(
+        summary="List shared users",
+        description="Returns the list of users the workflow is shared with.",
+        tags=["Workflows"],
+        responses={200: SharedUserListSerializer},
+    )
     @action(detail=True, methods=["get"], url_path="users")
     def list_of_shared_users(self, request: Request, pk: str) -> Response:
         """Get list of users with whom the workflow is shared."""