In the Software as a Service (SaaS) distribution model, the software belongs to the service provider and clients act as tenants who pay to use the software. However, sparse documentation and problem-specific solutions imply that building a scalable, secure and configurable Software as a Service is not an easy task. This paper describes a reusable approach for implementing Single Database, Multitenant Software as a Service from existing Web Applications by adding multitenancy as an aspect of the Software. The approach uses architectural components, design patterns and current mainstream programming language functionality without requiring extensive changes to the original Web application. We used our approach to develop both a real-world use case, built in Ruby on Rails, and a reference application, built in Java, which is freely available.