Model intelligence→
84 / 100composite risk scoreForecast breach probability 0.78 · 3 ranked interventions. See full breakdown.
Urban Service Quality Loop
Jazan Performance Management
Urban Service Quality & Visual Distortion Loop
A governed, seeded shell that preserves the bundle's six-dashboard story from strategic monitoring through KPI workspace, case intelligence, decision command, runtime evidence, and action audit.
Demo data - seededDashboard-rigid bundleHuman-authorised actions
Portfolio · KPI 1 · Sabya · DEC-1007
Case JZN-DEC-1007
ENعربيLive · seeded demo
DEC-1007
Sabya · Visual distortion closure quality
Action approve authorised by reviewer_01 and dispatched. Decision case file not yet closed by Performance Office.
Under reviewAction fired
Situation summary
Sabya municipality is forecast to breach the visual distortion closure-quality target with a 4-week lead. Drivers are a complaint cluster, declining closure quality, and repeated unresolved recurrence. Email-owner action has already been fired through visual_distortion_closure_risk. Reviewer may close this case or escalate once the corrective action is confirmed.
KPI trajectory · Sabya · breach onset annotated
Decision command→
CloseEmail · fired
Email-owner action already executed. Reviewer may close case or escalate.