MS

AI Optimization

Engine last trained 4 hours ago · 12 live telemetry signals

Open recommendations

7

Across 3 models

Projected saving

PKR 26,440

+12%This week

Distance avoidable

124.5km

If all applied

Misuse flags

3

2 high confidence

Reroute FLT-4021 via Canal Road corridor

Live congestion on Ferozepur Road adds 14 minutes. Canal Road keeps the airport ETA inside the 07:30 window.

Route optimization · FLT-BK-24817

Distance saved
6.2 km
Time saved
14 min
Fuel saved
1.4 L
Cost saved
PKR 780
Model confidence94%

Batch Port Qasim plant runs into one loop

Three separate Karachi → Port Qasim trips can share a single outbound leg with staggered drop points.

Route optimization · Karachi South region

Distance saved
61.0 km
Time saved
72 min
Fuel saved
7.1 L
Cost saved
PKR 3,960
Model confidence88%

Optimized corridor preview

Suggested path vs current assignment

Connecting live map…
Live6 vehicles · refreshed now

Engine signals

  • Live traffic feedHealthy
  • Telematics ingestion8s interval
  • Fuel card sync12 min ago
  • Anomaly threshold2.5σ