This case report describes segmental arterial mediolysis (SAM) presenting as a pancreatic mass in a 2-year-old boy with recurrent acute pancreatitis. SAM is a rare, noninflammatory vasculopathy of unknown etiology that compromises arterial wall integrity, leading to ischemia, hemorrhage, and dissection. Clinicians should consider SAM in the differential diagnosis of pancreatic masses in children after excluding other vasculopathies, as early recognition can be life-saving.