Andreev turned 24 Saturday.
Seppi beat Andreev, a former finalist at this event, for the first time in five meetings. Sunday will mark his first final appearance, when he will be the first Italian to advance to the title match at the tournament since 1976.
Mathieu needed only 73 minutes to reach his fifth title match. He owns three titles, including a victory in Casablanca in April.