🔧 A New Hybrid Inspection Model

Chief Mechanic introduces a new type of PPI by combining the strengths of three groups:

1. Student Mechanics — On-Site Inspection

Trained automotive students perform the physical inspection:
checking the exterior, interior, engine bay, suspension, brakes, fluids, and collecting engine sound, sensor data, and vibration recordings.

2. AI Precision Analysis

AI analyzes the data for patterns humans often miss—abnormal frequencies, vibration anomalies, sensor inconsistencies, leak indicators, and wear patterns.
This helps identify issues that frequently do not appear on Carfax and are difficult to detect visually.

3. Certified Mechanics — Final Review

Once the AI generates an initial report, ASE-certified mechanics with over 10 years of experience review, refine, and approve the final version.
This ensures every report is accurate, transparent, and grounded in real-world expertise.