Cloud computing is an innovative and promising paradigm that is leading to remarkable changes in the way we manage our business. Cloud computing can provide scalable IT infrastructure, QoS-assured services and customizable computing environment. Such scalable and agile environment increases the call for agile and dynamic deployment and governance environments over multi-cloud infrastructure. Unfortunately, by now, governance and Non Functional Properties (such as security, QoS…) are managed in a static way, limiting the global benefits of deploying service-based information system over multi-cloud environments. To overcome this limit, we propose a contextualised policy generation process to allow both an agile management NFP in a multi-cloud context and a secured deployment of the service-based information system. Thanks to the generation of these NFP policies, NFP management functions can be orchestrated at runtime so that the exact execution context can be taken into account.