diff --git a/dbt/models/intermediate/int_customer_segments.sql b/dbt/models/intermediate/int_customer_segments.sql
index 3796ea6..a0be882 100644
--- a/dbt/models/intermediate/int_customer_segments.sql
+++ b/dbt/models/intermediate/int_customer_segments.sql
@@ -1,4 +1,5 @@
 -- Segments customers by behavior
+-- MODIFIED: Added loyalty_score and days_since_last_order columns
 with history as (
     select * from {{ ref('int_customer_order_history') }}
 ),
@@ -24,7 +25,11 @@ final as (
             when returned_orders > 0 then true
             else false
         end as has_returns,
-        returned_orders * 1.0 / nullif(lifetime_orders, 0) as return_rate
+        returned_orders * 1.0 / nullif(lifetime_orders, 0) as return_rate,
+        -- NEW: Loyalty score based on orders and spend
+        (lifetime_orders * 10) + (lifetime_spend * 0.5) as loyalty_score,
+        -- NEW: Days since last order for churn risk
+        datediff('day', last_order_date, current_date) as days_since_last_order
     from history
 )