Baghdad Smart Mobility Command Center
AI Mobility Intelligence
Model BO-MOB-4 · every recommendation requires human authority
Al-Karrada occupancy forecast to reach 94%
Occupancy in Al-Karrada is forecast to reach 94% between 18:45 and 20:30 driven by Arasat evening demand.
Temporary 10% rate adjustment in Zone KRD-04
Recommend a temporary 10% rate adjustment in Zone KRD-04 for the 18:30–21:00 window to protect turnover.
Redirect incoming vehicles toward KRD-07 and KRD-09
Redirect incoming vehicles toward Zones KRD-07 and KRD-09; combined 612 spaces available within a 6 minute walk.
Sensor KRD-S-0182 abnormal reporting behaviour
Sensor KRD-S-0182 has abnormal reporting behaviour (34 state flips/hour) and should be inspected within 24 hours.
ANPR camera MNS-CAM-08 below operational threshold
ANPR camera MNS-CAM-08 detection accuracy fell to 89.4%, below the 94% operational threshold — lens cleaning advised.
Demand forecasting
City-wide predicted occupancy with confidence band
Dynamic pricing simulator
Zone KRD-04 · authorised government users only
Requires Finance Director and Parking Administrator approval. Written to the immutable audit trail.