The Fire Laps AI-based coaching system is an advanced driver development platform that leverages artificial intelligence to analyze on-track performance in real time. By processing telemetry, video, and driving data, the system identifies areas where drivers can improve their technique, such as braking points, throttle application, cornering lines, and consistency. Unlike traditional data analysis that requires expert interpretation, Fire Laps uses machine learning to deliver clear, actionable insights and personalized coaching feedback directly to the driver. This allows racers of all levels—from amateurs to professionals—to accelerate their learning curve, optimize lap times, and enhance racecraft with objective, data-driven recommendations.