Automatic network provisioning of a medical device

One or more medical devices are configured to connect to a predetermined temporary provisioning network of a healthcare organization, the temporary provisioning network being different than a healthcare network of the healthcare organization. After the devices are received by the healthcare organization, and powered up for the first time, device identifiers corresponding to the medical devices are received at a server remote from the healthcare organization, from the temporary provisioning network, together with an indication that the medical devices are requesting access to a management server within a healthcare network of the healthcare organization. On determining that the medical devices are predetermined to receive access to the management server, a provisioning service configures, through the temporary provisioning network, the medical devices to access and communicate with the management server, and informs the management server that the medical devices have been configured to access and communicate with the management server.