AI Explainability & Insights

Understand constraints and logic behind optimization #2405

Optimization Drivers

Key factors influencing the current route plan.

Distance Min.
High
85%
Time Window
Critical
95%
Driver Balance
Medium
50%
Fuel Costs
Low
30%

⚠️ Constraint Violations Detected

2 Active Issues
Driver Overtime Risk HIGH PRIORITY

3 routes exceed the 9-hour shift limit. Affected: RT-104, RT-118, RT-221. Recommend splitting routes or reassigning to available drivers.

Capacity Under-Utilization OPTIMIZATION

Vehicle 104 is running at only 45% capacity. AI suggests consolidating with Route 106 for 18% fuel savings.

Decision Logic Stream

14:02:45 • Route #104

Re-routed due to Traffic Pattern

AI detected a 15-minute delay on I-95 South. Optimization engine rerouted Truck 104 via Highway 12 to maintain 14:00 delivery window.

Impact: +2 miles, -12 minutes
14:03:12 • Cluster A

Consolidated Deliveries

Identified 4 small packages for adjacent recipients. Merged onto single van route.

Impact: -$45.00 cost