Flat rate pay systems and unrealistic standard repair times create unfair pressure on mechanics, especially beginners, by penalizing them for thorough diagnostic work and not allowing time for learning without financial penalty.

TimeTruth Repair Intelligence

An AI-powered platform that analyzes repair complexity and provides fair, data-driven time estimates for diagnostics and repairs, protecting mechanics from unfair pay penalties while ensuring shop profitability. It replaces arbitrary manufacturer-set times with real-world performance data from thousands of similar repairs.