Neonatal diabetes mellitus is a rare monogenic condition affecting 1 in 100,000–300,000 live births. Mutations in the subunits of ATP-sensitive potassium (K_ATP) channels, which are the central gatekeepers of electrical activity, are the common cause of this condition, thereby reducing insulin secretion in the pancreatic beta cells. Most cases are diagnosed before 6 mo of age. The development of this condition in the latter half of the first year of life is rare; hence, testing in older infants is not routinely performed. Here, we describe the case of a patient who presented with neonatal diabetes mellitus and diabetic ketoacidosis at 10 mo of age. All the pancreatic autoantibodies were undetectable, prompting us to pursue genetic testing. At 13 yr of age, a heterozygous missense variant, C42R, was identified in the KCNJ11 gene by exome sequencing. Subsequently, sulfonylurea was initiated, and insulin therapy was discontinued that resulted in improved blood glucose control and increased C-peptide levels. Given the potential benefit of switching to oral medication, genetic testing should be extended to all infants diagnosed with antibody-negative diabetes before 1 yr of age.