diff --git a/fusion_plating/fusion_plating_shopfloor/controllers/manager_controller.py b/fusion_plating/fusion_plating_shopfloor/controllers/manager_controller.py
index 3cd789bd..6befa601 100644
--- a/fusion_plating/fusion_plating_shopfloor/controllers/manager_controller.py
+++ b/fusion_plating/fusion_plating_shopfloor/controllers/manager_controller.py
@@ -283,9 +283,12 @@ class FpManagerDashboardController(http.Controller):
         else:
             pending_accept_sos = 0
 
+        # KPI counts derived from the in-memory split we already have —
+        # don't re-query (the release-ready filter is a Python compute,
+        # not a stored column, so SQL search_count can't see it).
         kpis = {
-            'unassigned_wos': MrpWO.search_count(domain_unassigned),
-            'active_wos': MrpWO.search_count(domain_active),
+            'unassigned_wos': len(unassigned_wos),
+            'active_wos': len(active_wos),
             'ready_to_ship_mos': Production.search_count([
                 ('state', '=', 'done'),
             ]) if 'x_fc_portal_job_id' not in Production._fields