diff --git a/backend/workflow_manager/workflow_v2/workflow_helper.py b/backend/workflow_manager/workflow_v2/workflow_helper.py
index 73aef3e9db..e739afb340 100644
--- a/backend/workflow_manager/workflow_v2/workflow_helper.py
+++ b/backend/workflow_manager/workflow_v2/workflow_helper.py
@@ -994,18 +994,48 @@ def make_async_result(obj: AsyncResult) -> dict[str, Any]:
             "info": obj.info,
         }
 
+    USAGE_DISPLAY_LIMIT = 5
+
     @staticmethod
     def can_update_workflow(workflow_id: str) -> dict[str, Any]:
         try:
             workflow: Workflow = Workflow.objects.get(pk=workflow_id)
             if not workflow or workflow is None:
                 raise WorkflowDoesNotExistError()
-            used_count = Pipeline.objects.filter(workflow=workflow).count()
-            if used_count == 0:
-                used_count = APIDeployment.objects.filter(workflow=workflow).count()
-            return {"can_update": used_count == 0}
+
+            pipeline_count = Pipeline.objects.filter(workflow=workflow).count()
+            api_count = APIDeployment.objects.filter(workflow=workflow).count()
+
+            if (pipeline_count + api_count) == 0:
+                return {
+                    "can_update": True,
+                    "pipelines": [],
+                    "api_names": [],
+                    "pipeline_count": 0,
+                    "api_count": 0,
+                }
+
+            limit = WorkflowHelper.USAGE_DISPLAY_LIMIT
+            pipelines = list(
+                Pipeline.objects.filter(workflow=workflow).values(
+                    "pipeline_name", "pipeline_type"
+                )[:limit]
+            )
+            api_names = list(
+                APIDeployment.objects.filter(workflow=workflow).values_list(
+                    "display_name", flat=True
+                )[:limit]
+            )
+
+            return {
+                "can_update": False,
+                "pipelines": pipelines,
+                "api_names": api_names,
+                "pipeline_count": pipeline_count,
+                "api_count": api_count,
+            }
         except Workflow.DoesNotExist:
-            logger.error(f"Error getting workflow: {id}")
+            logger.error(f"Error getting workflow: {workflow_id}")
             raise WorkflowDoesNotExistError()
 
 
diff --git a/frontend/src/components/workflows/workflow/Workflows.jsx b/frontend/src/components/workflows/workflow/Workflows.jsx
index 47872515b4..af17ce3dad 100644
--- a/frontend/src/components/workflows/workflow/Workflows.jsx
+++ b/frontend/src/components/workflows/workflow/Workflows.jsx
@@ -149,37 +149,85 @@ function Workflows() {
     });
   }
 
-  const canDeleteProject = async (id) => {
-    let status = false;
-    await projectApiService.canUpdate(id).then((res) => {
-      status = res?.data?.can_update || false;
-    });
-    return status;
+  const checkWorkflowUsage = async (id) => {
+    const res = await projectApiService.canUpdate(id);
+    const data = res?.data || {};
+    return {
+      canUpdate: data.can_update || false,
+      pipelines: data.pipelines || [],
+      apiNames: data.api_names || [],
+      pipelineCount: data.pipeline_count || 0,
+      apiCount: data.api_count || 0,
+    };
+  };
+
+  const getUsageMessage = (workflowName, usage) => {
+    const { pipelines, apiNames, pipelineCount, apiCount } = usage;
+    const totalCount = pipelineCount + apiCount;
+    if (totalCount === 0) {
+      return `Cannot delete \`${workflowName}\` as it is currently in use.`;
+    }
+
+    const displayLimit = 3;
+    const lines = [];
+
+    if (apiNames.length > 0) {
+      const shown = apiNames.slice(0, displayLimit);
+      shown.forEach((name) => {
+        lines.push(`- \`${name}\` (API Deployment)`);
+      });
+      if (apiCount > shown.length) {
+        lines.push(
+          `- ...and ${apiCount - shown.length} more API deployment(s)`,
+        );
+      }
+    }
+
+    if (pipelines.length > 0) {
+      const shown = pipelines.slice(0, displayLimit);
+      shown.forEach((p) => {
+        const name = p.pipeline_name;
+        const type = p.pipeline_type;
+        lines.push(`- \`${name}\` (${type} Pipeline)`);
+      });
+      const remaining = pipelineCount - shown.length;
+      if (remaining > 0) {
+        lines.push(`- ...and ${remaining} more pipeline(s)`);
+      }
+    }
+
+    const details = lines.join("\n");
+    return `Cannot delete \`${workflowName}\` as it is used in:\n${details}`;
   };
 
   const deleteProject = async (_evt, project) => {
-    const canDelete = await canDeleteProject(project.id);
-    if (canDelete) {
-      projectApiService
-        .deleteProject(project.id)
-        .then(() => {
-          getProjectList();
-          setAlertDetails({
-            type: "success",
-            content: "Workflow deleted successfully",
+    try {
+      const usage = await checkWorkflowUsage(project.id);
+      if (usage.canUpdate) {
+        projectApiService
+          .deleteProject(project.id)
+          .then(() => {
+            getProjectList();
+            setAlertDetails({
+              type: "success",
+              content: "Workflow deleted successfully",
+            });
+          })
+          .catch((err) => {
+            setAlertDetails(
+              handleException(err, `Unable to delete workflow ${project.id}`),
+            );
           });
-        })
-        .catch((err) => {
-          setAlertDetails(
-            handleException(err, `Unable to delete workflow ${project.id}`),
-          );
+      } else {
+        setAlertDetails({
+          type: "error",
+          content: getUsageMessage(project.workflow_name, usage),
         });
-    } else {
-      setAlertDetails({
-        type: "error",
-        content:
-          "Cannot delete this Workflow, since it is used in one or many of the API/ETL/Task pipelines",
-      });
+      }
+    } catch (err) {
+      setAlertDetails(
+        handleException(err, `Unable to delete workflow ${project.id}`),
+      );
     }
   };
 
@@ -249,7 +297,7 @@ function Workflows() {
       setPostHogCustomEvent("intent_new_wf_project", {
         info: "Clicked on '+ New Workflow' button",
       });
-    } catch (err) {
+    } catch (_err) {
       // If an error occurs while setting custom posthog event, ignore it and continue
     }
   };