diff --git a/transform/sqlmesh_padelnomics/models/foundation/dim_venue_capacity.sql b/transform/sqlmesh_padelnomics/models/foundation/dim_venue_capacity.sql
index 049b245..484e7e4 100644
--- a/transform/sqlmesh_padelnomics/models/foundation/dim_venue_capacity.sql
+++ b/transform/sqlmesh_padelnomics/models/foundation/dim_venue_capacity.sql
@@ -34,6 +34,7 @@ SELECT
   v.tenant_id,
   v.country_code,
   v.city,
+  v.city_slug,
   cc.active_court_count,
   ROUND(wh.hours_open_per_week, 1)                AS hours_open_per_week,
   ROUND(wh.avg_hours_open_per_day, 1)             AS avg_hours_open_per_day,
@@ -42,6 +43,6 @@ SELECT
   ROUND(cc.active_court_count * wh.avg_hours_open_per_day, 1)  AS capacity_court_hours_per_day,
   -- Total bookable court-hours per week
   ROUND(cc.active_court_count * wh.hours_open_per_week, 1)     AS capacity_court_hours_per_week
-FROM staging.stg_playtomic_venues v
+FROM foundation.dim_venues v
 JOIN court_counts cc ON v.tenant_id = cc.tenant_id
 JOIN weekly_hours wh ON v.tenant_id = wh.tenant_id
diff --git a/transform/sqlmesh_padelnomics/models/foundation/dim_venues.sql b/transform/sqlmesh_padelnomics/models/foundation/dim_venues.sql
index 9b69982..484e3b6 100644
--- a/transform/sqlmesh_padelnomics/models/foundation/dim_venues.sql
+++ b/transform/sqlmesh_padelnomics/models/foundation/dim_venues.sql
@@ -98,6 +98,8 @@ SELECT
   court_count,
   indoor_court_count,
   outdoor_court_count,
+  -- Conformed city key: enables deterministic joins to dim_cities / venue_pricing_benchmarks
+  LOWER(REGEXP_REPLACE(LOWER(COALESCE(city, '')), '[^a-z0-9]+', '-')) AS city_slug,
   extracted_date
 FROM ranked
 QUALIFY ROW_NUMBER() OVER (
diff --git a/transform/sqlmesh_padelnomics/models/foundation/fct_daily_availability.sql b/transform/sqlmesh_padelnomics/models/foundation/fct_daily_availability.sql
index 5e908d0..74b8b8a 100644
--- a/transform/sqlmesh_padelnomics/models/foundation/fct_daily_availability.sql
+++ b/transform/sqlmesh_padelnomics/models/foundation/fct_daily_availability.sql
@@ -44,6 +44,7 @@ SELECT
   sa.tenant_id,
   cap.country_code,
   cap.city,
+  cap.city_slug,
   cap.active_court_count,
   cap.capacity_court_hours_per_day,
   sa.available_slot_count,
diff --git a/transform/sqlmesh_padelnomics/models/serving/city_market_profile.sql b/transform/sqlmesh_padelnomics/models/serving/city_market_profile.sql
index 9956094..963ea8a 100644
--- a/transform/sqlmesh_padelnomics/models/serving/city_market_profile.sql
+++ b/transform/sqlmesh_padelnomics/models/serving/city_market_profile.sql
@@ -57,7 +57,7 @@ WITH base AS (
   FROM foundation.dim_cities c
   LEFT JOIN serving.venue_pricing_benchmarks vpb
     ON c.country_code = vpb.country_code
-    AND LOWER(TRIM(c.city_name)) = LOWER(TRIM(vpb.city))
+    AND c.city_slug = vpb.city_slug
   WHERE c.padel_venue_count > 0
 ),
 scored AS (
diff --git a/transform/sqlmesh_padelnomics/models/serving/planner_defaults.sql b/transform/sqlmesh_padelnomics/models/serving/planner_defaults.sql
index 3a9a41b..31c7fb4 100644
--- a/transform/sqlmesh_padelnomics/models/serving/planner_defaults.sql
+++ b/transform/sqlmesh_padelnomics/models/serving/planner_defaults.sql
@@ -21,6 +21,7 @@ city_benchmarks AS (
   SELECT
     country_code,
     city,
+    city_slug,
     median_peak_rate,
     median_offpeak_rate,
     median_occupancy_rate,
@@ -128,7 +129,7 @@ SELECT
 FROM city_profiles cp
 LEFT JOIN city_benchmarks cb
   ON cp.country_code = cb.country_code
-  AND LOWER(TRIM(cp.city_name)) = LOWER(TRIM(cb.city))
+  AND cp.city_slug = cb.city_slug
 LEFT JOIN country_benchmarks ctb
   ON cp.country_code = ctb.country_code
 LEFT JOIN hardcoded_fallbacks hf
diff --git a/transform/sqlmesh_padelnomics/models/serving/pseo_city_pricing.sql b/transform/sqlmesh_padelnomics/models/serving/pseo_city_pricing.sql
index 1d0a8fb..ad306c1 100644
--- a/transform/sqlmesh_padelnomics/models/serving/pseo_city_pricing.sql
+++ b/transform/sqlmesh_padelnomics/models/serving/pseo_city_pricing.sql
@@ -41,6 +41,6 @@ FROM serving.venue_pricing_benchmarks vpb
 -- Join city_market_profile to get the canonical city_slug and country metadata
 INNER JOIN serving.city_market_profile c
   ON  vpb.country_code = c.country_code
-  AND LOWER(TRIM(vpb.city)) = LOWER(TRIM(c.city_name))
+  AND vpb.city_slug = c.city_slug
 -- Only cities with enough venues for meaningful pricing statistics
 WHERE vpb.venue_count >= 2
diff --git a/transform/sqlmesh_padelnomics/models/serving/venue_pricing_benchmarks.sql b/transform/sqlmesh_padelnomics/models/serving/venue_pricing_benchmarks.sql
index f1c62cf..a305ad4 100644
--- a/transform/sqlmesh_padelnomics/models/serving/venue_pricing_benchmarks.sql
+++ b/transform/sqlmesh_padelnomics/models/serving/venue_pricing_benchmarks.sql
@@ -17,6 +17,7 @@ WITH venue_stats AS (
     da.tenant_id,
     da.country_code,
     da.city,
+    da.city_slug,
     da.price_currency,
     AVG(da.occupancy_rate)                              AS avg_occupancy_rate,
     MEDIAN(da.median_price)                             AS median_hourly_rate,
@@ -29,12 +30,13 @@ WITH venue_stats AS (
   WHERE TRY_CAST(da.snapshot_date AS DATE) >= CURRENT_DATE - INTERVAL '30 days'
     AND da.occupancy_rate IS NOT NULL
     AND da.occupancy_rate BETWEEN 0 AND 1.5
-  GROUP BY da.tenant_id, da.country_code, da.city, da.price_currency
+  GROUP BY da.tenant_id, da.country_code, da.city, da.city_slug, da.price_currency
   HAVING COUNT(DISTINCT da.snapshot_date) >= 3
 )
 SELECT
   country_code,
   city,
+  city_slug,
   price_currency,
   COUNT(*)                                              AS venue_count,
   -- Pricing benchmarks
@@ -54,4 +56,4 @@ SELECT
   SUM(days_observed)                                    AS total_venue_days_observed,
   CURRENT_DATE                                          AS refreshed_date
 FROM venue_stats
-GROUP BY country_code, city, price_currency
+GROUP BY country_code, city, city_slug, price_currency
diff --git a/web/src/padelnomics/admin/pipeline_routes.py b/web/src/padelnomics/admin/pipeline_routes.py
index 3ce3ac8..cc27504 100644
--- a/web/src/padelnomics/admin/pipeline_routes.py
+++ b/web/src/padelnomics/admin/pipeline_routes.py
@@ -100,7 +100,7 @@ _DAG: dict[str, list[str]] = {
         "stg_regional_income", "stg_income_usa", "stg_padel_courts", "stg_tennis_courts",
     ],
     "dim_venue_capacity": [
-        "stg_playtomic_venues", "stg_playtomic_resources", "stg_playtomic_opening_hours",
+        "dim_venues", "stg_playtomic_resources", "stg_playtomic_opening_hours",
     ],
     "fct_availability_slot": ["stg_playtomic_availability"],
     "fct_daily_availability": ["fct_availability_slot", "dim_venue_capacity"],