As more pharmaceutical and life sciences companies are beginning to integrate tools to meet CPV guidelines, the focus is on constantly monitoring the most important parameters (Critical Process Parameters- CPPs) effecting product quality (Critical Quality Attributes- CQAs). Although analytics is the key to implementing these projects many challenges exist. Where do you start a CPV initiative? Who should be involved? How do you ensure success?