Hig2 localizes to lipid droplets in adipocytes and promotes adipose tissue lipid deposition. Its selective deficiency in active brown/beige adipose tissue mediates improved glucose tolerance at 23 °C. Metabolic improvements are independent of changes in lipolysis.