An approach is presented for providing data sharing schemes to provision device services. A user determines a data sharing scheme for activation at one or more devices. As a result, the context hub contained within the device processes and/or facilitates a processing of the data sharing scheme to determine applications, services, or a combination that are at least substantially compliant with the selected data sharing scheme. The context hub then causes, at least in part, a presentation to the user of the applications, the services, or a combination. Thereafter, the context hub determines one or more contexts associated with the one or more devices and processes and/or facilitates a processing of the contexts to cause, at least in part, a recommendation of at least another data sharing scheme as well as any relevant and compliant applications, services, or a combination to activate at the one or more devices.