A method, system or computer usable program product for managing exchanges of sensitive data including utilizing a processor to request a service across a network from an application, the service requiring a disclosure of a first set of sensitive data by the application; providing a set of certified policy commitments regarding the first set of sensitive data to the application for a determination of acceptability; and upon a positive determination, receiving the service including the disclosure of the first set of sensitive data.