This document is a guide that provides comprehensive guidelines for ensuring Good Practice (GxP) compliance when utilizing Matillion Data Productivity Cloud within life sciences organizations. It outlines the importance of maintaining compliance with regulatory standards to ensure patient safety, product quality, and data integrity as organizations increasingly adopt cloud-based solutions. The document covers various aspects including compliance strategy, data integrity and security, the software development life cycle, quality in testing, change management protocols, and training and documentation standards. It aims to assist stakeholders such as Quality Assurance teams, IT administrators, regulatory affairs professionals, and project managers in navigating the complexities of regulatory compliance while leveraging the benefits of cloud technology. By adhering to these guidelines, organizations can ensure their use of Matillion Data Productivity Cloud aligns with GxP regulations and supports their overall quality objectives.