Fire was reported from the ground floor of the building, fire brigade sources said.
Eight fire engines and four tankers have been rushed to the spot, the sources said.
Bombay House is an historic privately owned building in Mumbai. The Bombay House is situated near Flora Fountain which was completed in 1924.
More details are awaited
(With inputs from PTI)