Embodiments of the present invention provide approaches for enforcing runtime policies in a networked computing environment (e.g., a cloud computing environment). Specifically, in a typical embodiment, computer code and data of an application is annotated with metadata defining a set of runtime policies for executing the computer code and data. Once a request is received to run the application, a set of parameters (e.g., geographic location) corresponding to the execution of the computer code and data of the application is dynamically determined, and compared to the runtime policies. The runtime policies for executing the computer code and data are then enforced at runtime. This includes either running the application, or preventing the running of the application in the case that the set of parameters corresponding to the execution of the computer code and data of the application do not satisfy the runtime policies.