diff --git a/pos/services/inventory_vehicle_compat.py b/pos/services/inventory_vehicle_compat.py
index dd04e99..2cd9989 100644
--- a/pos/services/inventory_vehicle_compat.py
+++ b/pos/services/inventory_vehicle_compat.py
@@ -19,7 +19,7 @@ def auto_match_vehicle_compatibility(master_conn, tenant_conn, inventory_id, par
     Searches:
     1. parts.oem_part_number (exact, case-insensitive, spaces stripped)
     2. aftermarket_parts.part_number
-    3. part_cross_references.cross_ref_number
+    3. part_cross_references.cross_reference_number
 
     Returns:
         dict: {'matched': bool, 'matches': [...], 'myes': [...]}
@@ -46,7 +46,7 @@ def auto_match_vehicle_compatibility(master_conn, tenant_conn, inventory_id, par
     if not oem_ids:
         cur.execute("""
             SELECT DISTINCT part_id FROM part_cross_references
-            WHERE REPLACE(UPPER(cross_ref_number), ' ', '') = %s
+            WHERE REPLACE(UPPER(cross_reference_number), ' ', '') = %s
         """, (clean_pn,))
         oem_ids = [r[0] for r in cur.fetchall() if r[0]]
 
diff --git a/pos/tenant_db.py b/pos/tenant_db.py
index 7d31bf5..802609b 100644
--- a/pos/tenant_db.py
+++ b/pos/tenant_db.py
@@ -21,7 +21,7 @@ def _get_master_pool():
     global _master_pool
     if _master_pool is None:
         _master_pool = pool.ThreadedConnectionPool(
-            minconn=2, maxconn=10, dsn=MASTER_DB_URL
+            minconn=2, maxconn=20, dsn=MASTER_DB_URL
         )
     return _master_pool
 
@@ -32,7 +32,7 @@ def _get_tenant_pool(db_name):
     if db_name not in _tenant_pools:
         dsn = TENANT_DB_URL_TEMPLATE.format(db_name=db_name)
         _tenant_pools[db_name] = pool.ThreadedConnectionPool(
-            minconn=2, maxconn=10, dsn=dsn
+            minconn=2, maxconn=20, dsn=dsn
         )
     return _tenant_pools[db_name]
 
@@ -52,6 +52,15 @@ class _PooledConnection:
 
     def close(self):
         try:
+            # Rollback any aborted transaction before returning to pool.
+            # Without this, failed transactions leave connections in
+            # 'idle in transaction (aborted)' state, eventually exhausting
+            # the pool.
+            if self._conn:
+                try:
+                    self._conn.rollback()
+                except Exception:
+                    pass
             self._pool.putconn(self._conn)
         except Exception:
             # If pool is already closed, fall back to real close