Background and purpose Severe acute pancreatitis occurs in about 10% of cases of acute pancreatitis, and is associated with high mortality. Many studies have been published about acute pancreatitis and organ failure, but few address this issue among African Americans and Hispanics. As most of our patients belong to these two ethnic groups, we studied the relationship between acute pancreatitis and organ failure in this population. Methods Our study included all patients diagnosed with acute pancreatitis over 15 years. Medical records of 760 (417 African American & 343 Hispanic) patients, ages 19–85 years were reviewed retrospectively. We abstracted and analyzed data related to demographics, etiology and type of pancreatitis, organ failure, and mortality. Results Of the 760 patient, 47% were male, 42% had biliary stones, 18% had necrotizing pancreatitis, and 24% had organ failure. Of the 182 patients with organ failure, 125 patients (69%) had multiple organ failure, whereas 57 patients (31%) had dysfunction of a single organ system. Cardiovascular system failure was the most common organ dysfunction (26%) among patients with single organ failure. The occurrence of organ failure varied significantly by age and type of pancreatitis (P 0.05). Of the 760 patients, 109 patients (14.3%) died. Patients with organ failure had a higher mortality (34%) compared with those without organ failure (6%) (OR = 23.7, 95% CI = 13.7–41.2) Mortality was higher among those with multiple organ failure (38%) compared with those with single organ failure type (25%). Mortality varied significantly by type of organ failure, being highest among those with pulmonary dysfunction (60%), followed by central nervous system dysfunction (36%) (P = 0.003). Conclusion Organ failure is a serious complication in patients with acute pancreatitis. Patients with multiple organ failure and those with pulmonary failure have higher mortality relative to other groups. Prevention and active treatment of organ failure may improve the outcome of patients with acute pancreatitis.