Thermogenic adipose tissue is a metabolic sink for excess fuel and is a promising target for the treatment of obesity and type 2 diabetes mellitus. However, hurdles exist in activating thermogenic adipose tissue in humans. A new study developed a drug screening platform utilizing human beige adipose tissue and identified non-canonical activators.