It happened after 5 a.m. in the 2200 block of Westerland Drive near Westheimer.
Houston firefighters were able to knock out the fire quickly but not before at least one building was destroyed in the two-alarm blaze.
Two people were hurt and were taken to a hospital. The extent of their injuries wasn't immediately known.
There was no word on the cause of the fire.