WASHINGTON—The Obama administration cleared American companies to invest in Myanmar, a delayed but important step toward openness.

U.S. officials said in May that they would suspend sanctions against Myanmar after its government launched overhauls to end decades of military rule, and U.S. companies have been awaiting details before they go in.

Some...