The fire destroyed some gadgets supporting the operation of the ATM.
The machine has been sited close to the Total Filling station.
Personnel from the Fire Service later arrived at the scene to douse the blaze.
Majisi Abedinago of Manhyia Fire Service told Kumasi-based Otec FM that his outfit has begun investigations into the cause of the fire.