Sepsis is a leading cause of preventable deaths in US hospitals. Each year, at least 1.7 million adults in America develop Sepsis and nearly 270,000 Americans succumb to the condition. Diagnosing Sepsis is rather difficult because it shares its symptoms with several other disorders and there are no reliable biomarkers before its onset. But AI models could help in early detection and intervention, which are the key to minimizing mortality.