Techniques for device modification analysis are disclosed. For example, a method comprises collecting operational data from one or more devices, and receiving one or more modifications to at least one of firmware and software for the one or more devices. In the method, one or more virtual instances of respective ones of the one or more devices are generated, and the one or more modifications are tested on the one or more virtual instances to determine if there are one or more issues with the one or more modifications.