Continuous Integration has improved software development process, while deployment of software often does not get as much attention. In this presentation we describe an approach for efficient cloud deployment of highly distributed system which can be quite complex to deal with. DeploymentManager(DM) tool is developed as internal project of Infobip company for managing large number(cca. 250 instances) of internal services in our data centers using automated deployment and controling load balancing software(Apache, HaProxy). With DM tool it is possible to deploy build(jar, war, egg…) on any environment(Windows, Linux) in max 5 minutes, without technical knowledge about deployment process, making Continuous Delivery process fast and simple.