AI Technician Utilization Engine

Skill matching, travel optimization, and duration predictions to maximize jobs per tech per day

⚡ Utilization Rate — Current vs Optimized

Skill Scores by Specialty

Expert (8+)

Competent (5-8)

Limited (<5)

Windshield Time Analysis

Avg Travel (min)

Avg Distance (km)

🚗 Travel Time by Technician

Job Duration — Predicted vs Actual

Highlights techs consistently running over or under estimated time

Technician	Job Type	Jobs Done	Predicted	Actual Avg	Variance	Overrun

Skill-to-Job Matching Matrix

Which tech is best suited for which job type (0-10 score)

Technician Performance Benchmarking

Comprehensive view: utilization, margin, speed, and efficiency

Technician	Location	Specialty	Skill Level	Experience	Jobs	Utilization	Avg Margin	Avg Travel	Revenue