Conducted over one school semester across three high schools in Lop Buri, Thailand, this naturalistic study tracked 25 teenage motorcyclists over 500+ real-world trips (3,000+ km), demonstrating how RideHawk™ combines active collision warnings with app-based rider education to achieve strong safety scores (83.4–88.6) and a statistically significant increase in road-safety knowledge (p = .022).