diff --git a/shared/schemas/reasoning_types.py b/shared/schemas/reasoning_types.py
index 1e276b7f..9b63884b 100644
--- a/shared/schemas/reasoning_types.py
+++ b/shared/schemas/reasoning_types.py
@@ -430,3 +430,113 @@ def create_batch_reasoning_regular_schedule(
         }
     }
 
+
+def create_batch_reasoning_stock_replenishment(
+    product_name: str,
+    current_stock: float,
+    minimum_stock: float,
+    replenishment_quantity: float
+) -> Dict[str, Any]:
+    """Create reasoning data for stock replenishment production"""
+    return {
+        "type": ProductionBatchReasoningType.STOCK_REPLENISHMENT.value,
+        "parameters": {
+            "product_name": product_name,
+            "current_stock": round(current_stock, 1),
+            "minimum_stock": round(minimum_stock, 1),
+            "replenishment_quantity": round(replenishment_quantity, 1)
+        },
+        "urgency": {
+            "level": "medium",
+            "ready_by_time": "07:30",
+            "customer_commitment": False
+        },
+        "metadata": {
+            "trigger_source": "inventory_alert",
+            "ai_assisted": True
+        }
+    }
+
+
+def create_batch_reasoning_seasonal_preparation(
+    product_name: str,
+    season: str,
+    expected_demand: float,
+    preparation_quantity: float
+) -> Dict[str, Any]:
+    """Create reasoning data for seasonal preparation production"""
+    return {
+        "type": ProductionBatchReasoningType.SEASONAL_PREPARATION.value,
+        "parameters": {
+            "product_name": product_name,
+            "season": season,
+            "expected_demand": round(expected_demand, 1),
+            "preparation_quantity": round(preparation_quantity, 1)
+        },
+        "urgency": {
+            "level": "normal",
+            "ready_by_time": "08:00",
+            "customer_commitment": False
+        },
+        "metadata": {
+            "trigger_source": "orchestrator_auto",
+            "ai_assisted": True
+        }
+    }
+
+
+def create_batch_reasoning_promotion_event(
+    product_name: str,
+    event_name: str,
+    event_date: str,
+    promotional_quantity: float
+) -> Dict[str, Any]:
+    """Create reasoning data for promotional event production"""
+    return {
+        "type": ProductionBatchReasoningType.PROMOTION_EVENT.value,
+        "parameters": {
+            "product_name": product_name,
+            "event_name": event_name,
+            "event_date": event_date,
+            "promotional_quantity": round(promotional_quantity, 1)
+        },
+        "urgency": {
+            "level": "high",
+            "ready_by_time": "06:00",
+            "customer_commitment": True
+        },
+        "metadata": {
+            "trigger_source": "manual",
+            "ai_assisted": False
+        }
+    }
+
+
+def create_batch_reasoning_urgent_order(
+    product_name: str,
+    customer_name: str,
+    urgent_quantity: float,
+    required_by_time: str,
+    reason: str = "urgent_request"
+) -> Dict[str, Any]:
+    """Create reasoning data for urgent order production"""
+    return {
+        "type": ProductionBatchReasoningType.URGENT_ORDER.value,
+        "parameters": {
+            "product_name": product_name,
+            "customer_name": customer_name,
+            "urgent_quantity": round(urgent_quantity, 1),
+            "required_by_time": required_by_time,
+            "reason": reason
+        },
+        "urgency": {
+            "level": "urgent",
+            "ready_by_time": required_by_time,
+            "customer_commitment": True
+        },
+        "metadata": {
+            "trigger_source": "urgent_order",
+            "ai_assisted": False
+        }
+    }
+