In the high-stakes world of emergency medical services, every second counts. First responders, including paramedics, firefighters, and EMS teams, are often faced with intense, life-or-death situations where rapid intervention is crucial. One of the most critical procedures performed during cardiac arrest is chest compressions, which can mean the difference between life and death. However, maintaining consistent, high-quality compressions manually can be physically demanding and difficult, especially during long transport times or complex rescues. This is where automated chest compression systems come into play.