Tanner was drafted to run for a seat to the Legislative Assembly of Alberta for the first time in the 1935 Alberta general election.
Premier William Aberhart appointed Tanner to the Executive Council of Alberta (cabinet) as the Minister of Lands and Mines on January 5, 1937.