Data received through a proxy for a service is analyzed for compliance with one or more data policies, such as one or more data loss prevention policies. When data satisfies the criteria of one or more data policies, the data is manipulated at the proxy prior to transmission of the data to the service. In some examples, the manipulation of the data includes encryption.