An approach is provided for providing single sign-on for computation closures. A single sign-on management platform determines to create a single sign-on computation closure in response to an initiation of a single sign-on authentication session. The single sign-on management platform also determines one or more computation entities that are to execute at least one other computation closure under the single sign-on authentication session. The single sign-on management platform further causes, at least in part, a transfer of the single sign-on computation closure to the one or more computation entities.