Police, fire crews and an incident support unit were called to Bailol Street in the woodlands area this afternoon.
The roof of the building was significantly damaged.
The road is closed in the meantime.
A Police Scotland spokeswoman said: "We received a report of a roof collapse in Bailol Street in Glasgow this afternoon.
"There are no reports of any injuries."