RCMP in Olds say they were called to a rural home south of the town around 4 a.m. on Monday.
When they and the Olds fire department arrived, the house was fully engulfed.
Investigators found the bodies on Tuesday.
Police are trying to determine the identities of the two deceased.
Autopsies are scheduled for Wednesday.