diff --git a/web/clean_dashboard.py b/web/clean_dashboard.py
index dc1b5e0..f6cf239 100644
--- a/web/clean_dashboard.py
+++ b/web/clean_dashboard.py
@@ -1618,6 +1618,15 @@ class CleanTradingDashboard:
                 # Create panel instance with orchestrator
                 panel = ModelsTrainingPanel(orchestrator=self.orchestrator)
                 
+                # Ensure enhanced training system is initialized and running
+                try:
+                    if self.orchestrator and hasattr(self.orchestrator, 'initialize_enhanced_training_system'):
+                        self.orchestrator.initialize_enhanced_training_system()
+                    if self.orchestrator and hasattr(self.orchestrator, 'start_enhanced_training'):
+                        self.orchestrator.start_enhanced_training()
+                except Exception as _ets_ex:
+                    logger.warning(f"TRAINING: Failed to start orchestrator enhanced training system: {_ets_ex}")
+
                 # Prefer create_panel if available; fallback to render
                 if hasattr(panel, 'create_panel'):
                     panel_content = panel.create_panel()