Analytics
NYC TLC Urban Grid (WGS-84)
18:30 • Evening Rush
Shadow Lost Revenue:
-$3.1K USD
Fleet Operations & Forward Staging
Proactive Dispatch (-20 min Staging)Forward-stage vacant vehicles ($3.50 subsidy)
Virtual Batching HubsConsolidate queues at sheltered transit hubs
+600 drivers
Customer Wait ETA
7.8m
-74% reduction
Dispatch ROI
261.6x
+$549.4K GMV uplift
MetricLegacy ModelAI Staging
Avg Wait Time24.5 min7.8 min
Fulfillment64.2%97.2%
Lost GMV-$14,200-$3,120
Midtown Center / Grand Central
TLC #161 • Manhattan
Poisson Demand (λ)2073 req/m
Local Supply8 cars
Unmet Deficit1977 unserved
Average Fare$24.50
GPS Coordinates40.7527°N, 73.9772°W
Surge Factor2.34x
In-Trip
Cruising
Delayed / Blocked
Forward Staged
Click any bridge/corridor to close/open