The disclosure generally describes computer-implemented methods, software, and systems for modeling and deploying decision services. One computer-implemented method includes creating a connection between a decision service manager and a managed system, establishing a signature of a decision service, developing, using at least one computer, the decision service based upon the established signature of the decision service, performing a deployment readiness check, transferring generated code implementing the decision service to the managed system upon a determination that the deployment readiness check was successful, inserting the generated code into the managed system, and retrieving a deployment status from the managed system.