Jazan Use Case

Urban Service Quality Loop

Golden ShellDecision Centre

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.

Decision centreRuntime evidenceAction audit
Demo data - seededDashboard-rigid bundleHuman-authorised actions

Portfolio · KPI 3 · Samtah · DEC-1015 · Model intelligence

Portfolio · KPI 3 · Samtah · DEC-1015 · Model intelligence

Model intelligence · DEC-1015

ENعربيEvidence-only · no actions on this tabLive · seeded demo
DEC-1015

Samtah · Average permit issuance time

Decision case is still awaiting a human-authorised action. Performance Office review is still required before external side effects are fired.

Under review
Generated11 Sep 2026
Due11 Sep 2026
Recommendedapprove
Ownerlicensing_department
Composite risk score
48/ 100
High risk

Forecast breach persists with p=0.44. Gap to target: 1.4d above.

Score derived from current state · production reads output.jazan_permit_service_risk_score.48

Feature contribution to risk score

Sums to 20

Commercial permit backlogservice backlog · municipal queue
12
Review queue lengthseeded model feature
8
Confidence0.20 · high
Last refresh07 Sep 06:22
Runtimert_jazan_decision_candidate
Comparable interventions · effectiveness gap detected

Model recommended email-owner, but historically comparable breach cases recover more reliably under permit backlog recovery sprint.

Rank 1Awaiting review
Sabya

Permit backlog recovery sprint

JZN-DEC-1007 · JZN-DEC-1007
Recovery impact-0.8d
Rank 2Queued
Abu Arish

Service request closure rate

JZN-DEC-1011 · JZN-DEC-1007
Recovery impact0.89
Rank 3Under review
Samtah

email owner · pending

JZN-DEC-1015 · JZN-DEC-1015
Current actionPending
Measured in jazan_permit_service_risk_score.Decide action