Catalysis of the reaction: ent-kaurenoate + NADPH + O2 = ent-7-alpha-hydroxykaurenoate + NADP+ + H2O. This is the first of three successive reactions resulting in the oxidation of ent-kaurenoate (ent-kaurenoic acid) to gibberellin 12 (GA12).