Policy is a mandate and directive from the top of the organization. Its purpose is to influence behaviour. From it, management provide the overarching principles under which the business operates. It should not vary in its message or enforcement model.
Procedures are process specific and detail the steps taken to achieve an objective. Procedures include operations manual, user manual, and all manner of process documentation.