diff --git a/backend/app/db/functions/portfolio_functions.py b/backend/app/db/functions/portfolio_functions.py
index 69203368..402675e8 100644
--- a/backend/app/db/functions/portfolio_functions.py
+++ b/backend/app/db/functions/portfolio_functions.py
@@ -11,7 +11,7 @@ def aggregate_portfolio_recommendations(
         session.query(
             func.sum(Recommendation.estimated_cost).label("cost"),
             func.sum(Recommendation.total_work_hours).label("total_work_hours"),
-            func.sum(Recommendation.adjusted_heat_demand).label("energy_savings"),
+            func.sum(Recommendation.kwh_savings).label("energy_savings"),
             func.sum(Recommendation.co2_equivalent_savings).label("co2_equivalent_savings"),
             func.sum(Recommendation.energy_cost_savings).label("energy_cost_savings"),
         )
diff --git a/backend/app/plan/router.py b/backend/app/plan/router.py
index 0fe50538..7d92f425 100644
--- a/backend/app/plan/router.py
+++ b/backend/app/plan/router.py
@@ -129,7 +129,7 @@ def extract_portfolio_aggregation_data(
 
         pre_retrofit_energy_consumption = p.current_adjusted_energy
         post_retrofit_energy_consumption = p.current_adjusted_energy - sum(
-            [r["adjusted_heat_demand"] for r in default_recommendations]
+            [r["kwh_savings"] for r in default_recommendations]
         )
 
         # Add up energy savings