Six fire tenders, six water tankers and four special appliances vehicles have been rushed to the spot, they said.
The fire broke out at around 10.45 AM on the 11th floor of the First International Financial Centre (FIFC) high rise building and spread till the 13th floor, they said.
Efforts were on to douse the blaze in the multi-storeyed building.
Further details were awaited.