Meta-reasoning models are investigated in order to deliberate about the security requirements and interoperability within open service environments. This is particularly useful within such infrastructures as it enables us to: detect, analyse and resolve multiple policy conflicts; decide if a change in the environment necessitates a security reconfiguration and to decide if a suitable level of security interoperability between heterogeneous systems is achievable.