diff --git a/dashboard_project/data_integration/management/commands/setup_jumbo_api.py b/dashboard_project/data_integration/management/commands/setup_jumbo_api.py
new file mode 100644
index 0000000..2819eca
--- /dev/null
+++ b/dashboard_project/data_integration/management/commands/setup_jumbo_api.py
@@ -0,0 +1,69 @@
+"""
+Management command to set up Jumbo API external data source and fetch data.
+"""
+
+import os
+
+from accounts.models import Company
+from data_integration.models import ChatSession, ExternalDataSource
+from django.core.management.base import BaseCommand
+
+
+class Command(BaseCommand):
+    help = "Set up Jumbo API external data source and fetch chat data"
+
+    def handle(self, **options):  # noqa: ARG002
+        self.stdout.write("Setting up Jumbo API data source...")
+
+        # Get Jumbo company
+        try:
+            jumbo = Company.objects.get(name="Jumbo")
+            self.stdout.write(f"✓ Found Jumbo company (ID: {jumbo.id})")
+        except Company.DoesNotExist:
+            self.stdout.write(self.style.ERROR("✗ Jumbo company not found. Run setup_jumbo command first."))
+            return
+
+        # Create or get Jumbo API external data source
+        source, created = ExternalDataSource.objects.get_or_create(
+            name="Jumbo API",
+            defaults={
+                "company": jumbo,
+                "api_url": "https://proto.notso.ai/jumbo/chats",
+                "auth_username": os.environ.get("EXTERNAL_API_USERNAME", ""),
+                "auth_password": os.environ.get("EXTERNAL_API_PASSWORD", ""),
+                "is_active": True,
+            },
+        )
+
+        # Ensure company is set if already existed
+        if not created and not source.company:
+            source.company = jumbo
+            source.save()
+            self.stdout.write(self.style.SUCCESS(f"✓ Linked existing Jumbo API source to {jumbo.name}"))
+        elif created:
+            self.stdout.write(self.style.SUCCESS("✓ Created Jumbo API external data source"))
+        else:
+            self.stdout.write("✓ Jumbo API source already exists")
+
+        self.stdout.write(
+            f"\nData source details:"
+            f"\n  ID: {source.id}"
+            f"\n  Company: {source.company.name if source.company else 'None'}"
+            f"\n  Endpoint: {source.api_url}"
+            f"\n  Active: {source.is_active}"
+        )
+
+        # Fetch data (call the task synchronously)
+        self.stdout.write("\nFetching Jumbo chat data...")
+        try:
+            # Use .apply() or direct function call to run synchronously
+            from data_integration.utils import fetch_and_store_chat_data
+
+            result = fetch_and_store_chat_data(source.id)
+            self.stdout.write(self.style.SUCCESS(f"✓ Data fetch completed: {result}"))
+        except Exception as e:
+            self.stdout.write(self.style.ERROR(f"✗ Error fetching data: {e}"))
+
+        # Show summary
+        session_count = ChatSession.objects.filter(company=jumbo).count()
+        self.stdout.write(self.style.SUCCESS(f"\n✓ Setup complete!\n  Total Jumbo chat sessions: {session_count}"))
diff --git a/dashboard_project/scripts/setup_jumbo_api.py b/dashboard_project/scripts/setup_jumbo_api.py
new file mode 100644
index 0000000..1b03709
--- /dev/null
+++ b/dashboard_project/scripts/setup_jumbo_api.py
@@ -0,0 +1,77 @@
+#!/usr/bin/env python
+"""
+Script to create Jumbo API external data source and fetch data.
+"""
+
+import os
+import sys
+
+import django
+
+# Setup Django
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+os.environ.setdefault("DJANGO_SETTINGS_MODULE", "dashboard_project.settings")
+django.setup()
+
+from accounts.models import Company  # noqa: E402
+from data_integration.models import ExternalDataSource  # noqa: E402
+from data_integration.tasks import refresh_specific_source  # noqa: E402
+
+
+def main():
+    print("Setting up Jumbo API data source...")
+
+    # Get Jumbo company
+    try:
+        jumbo = Company.objects.get(name="Jumbo")
+        print(f"✓ Found Jumbo company (ID: {jumbo.id})")
+    except Company.DoesNotExist:
+        print("✗ Jumbo company not found. Run setup_jumbo command first.")
+        return
+
+    # Create or get Jumbo API external data source
+    source, created = ExternalDataSource.objects.get_or_create(
+        name="Jumbo API",
+        defaults={
+            "company": jumbo,
+            "api_endpoint": "https://mijn.jumbo.com/api/chat/sessions",
+            "api_username": os.environ.get("EXTERNAL_API_USERNAME", ""),
+            "api_password": os.environ.get("EXTERNAL_API_PASSWORD", ""),
+            "is_active": True,
+        },
+    )
+
+    # Ensure company is set if already existed
+    if not created and not source.company:
+        source.company = jumbo
+        source.save()
+        print(f"✓ Linked existing Jumbo API source to {jumbo.name}")
+    elif created:
+        print("✓ Created Jumbo API external data source")
+    else:
+        print("✓ Jumbo API source already exists")
+
+    print("\nData source details:")
+    print(f"  ID: {source.id}")
+    print(f"  Company: {source.company.name if source.company else 'None'}")
+    print(f"  Endpoint: {source.api_endpoint}")
+    print(f"  Active: {source.is_active}")
+
+    # Fetch data
+    print("\nFetching Jumbo chat data...")
+    try:
+        result = refresh_specific_source(source.id)
+        print(f"✓ Data fetch completed: {result}")
+    except Exception as e:
+        print(f"✗ Error fetching data: {e}")
+
+    # Show summary
+    from data_integration.models import ChatSession
+
+    session_count = ChatSession.objects.filter(company=jumbo).count()
+    print("\n✓ Setup complete!")
+    print(f"  Total Jumbo chat sessions: {session_count}")
+
+
+if __name__ == "__main__":
+    main()