This document proposes a policy-based evaluation framework for quality and security in service oriented architectures. It defines a quality meta-model to formally express quality characteristics like performance, security, and cost. An analytic hierarchy process is used to evaluate quality, involving assigning weights to characteristics, clustering quality values, rating clusters, and calculating satisfaction functions to compare a quality request to offers. The service with the highest overall satisfaction function value is chosen.