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.

Demo data - seededDashboard-rigid bundleHuman-authorised actions

Portfolio · KPI 2 · Abu Arish · DEC-1011 · Model intelligence

Portfolio · KPI 2 · Abu Arish · DEC-1011 · Model intelligence

Model intelligence · DEC-1011

ENعربيEvidence-only · no actions on this tabLive · seeded demo
DEC-1011

Abu Arish · Service request closure rate

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

Queued
Generated10 Sep 2026
Due10 Sep 2026
Recommendedapprove
Ownerservices_agency
Composite risk score
62/ 100
High risk

Forecast breach persists with p=0.62. Gap to target: -0.01 vs target.

Score derived from current state · production reads output.jazan_service_rnn_forecast.62

Feature contribution to risk score

Sums to 47

Backlog growthservice backlog · municipal queue
18
Route coverage varianceseeded model feature
11
Repeat requestsseeded model feature
10
Owner capacityseeded model feature
7
Comparable interventions · effectiveness gap detected

Model recommended email-owner, but historically comparable breach cases recover more reliably under rebalance field-response capacity and permit-team cross-support.

Rank 1Awaiting review
Sabya

Rebalance field-response capacity

JZN-DEC-1007 · JZN-DEC-1007
Recovery impact+0.08 recovery
Rank 2Under review
Samtah

Permit-team cross-support

JZN-DEC-1015 · JZN-DEC-1007
Recovery impact+0.05 recovery
Rank 3Queued
Abu Arish

email owner · pending

JZN-DEC-1011 · JZN-DEC-1011
Current actionQueued