An approach is provided for providing backend support for device control in risk conditions. A device control support platform determines one or more computational chains consisting of one or more computation closures for managing one or more risk conditions associated with at least one device. The device control support platform further causes a projection, a distribution, or a combination thereof of the one or more computational chains, the one or more computation closures, or a combination thereof to one or more other devices. The device control support platform also causes an execution of at least a portion of the one or more computational chains, the one or more computational closures, or a combination thereof to cause an initiation of at least one computational broker at the at least one device for managing the one or more risk condition.