The purpose of this paper is to assist QA organizations in their transformation journey to Intelligence QA. The focus is what you should be doing today. The paper cover the following sections: • Define business objectives that are related to QA AI • Build intelligent automation framework engine that is able to learn, generate and collect intelligent analytics • Develop and sustain a measurement capability to support decision making (smart analytics) • Build AI Test department (Mixture of different roles, not only testers).