fix: bugs-04

backend/app/services/case_service.py

@@ -9,11 +9,17 @@ from app.models.assessment import FraudAssessment, ReviewStatus
 
 
 async def recalculate_case_total(case_id: UUID, db: AsyncSession) -> float:
-    """Recalculate and persist the total confirmed fraud amount for a case."""
+    """Recalculate and persist the recognized fraud amount for a case.
+
+    The case-level amount shown in case list/workspace represents the current
+    recognized amount after analysis, so it should include pending/confirmed/
+    needs_info items and only exclude explicitly rejected records.
+    """
     result = await db.execute(
         select(func.coalesce(func.sum(FraudAssessment.assessed_amount), 0))
         .where(FraudAssessment.case_id == case_id)
-        .where(FraudAssessment.review_status == ReviewStatus.confirmed)
+        .where(FraudAssessment.assessed_amount > 0)
+        .where(FraudAssessment.review_status != ReviewStatus.rejected)
     )
     total = float(result.scalar() or 0)
     case = await db.get(Case, case_id)