This document is a guide focused on GxP compliance for organizations utilizing Matillion Data Productivity Cloud in the life sciences sector. It outlines the purpose, scope, and intended audience, emphasizing the importance of adhering to regulatory standards that ensure patient safety, product quality, and data integrity. The guidelines cover various aspects, including compliance strategy, data integrity and security, software development life cycle, quality in testing, change management, and training documentation. By following these guidelines, organizations can navigate the complexities of regulatory compliance while leveraging cloud technology. The document is directed at stakeholders such as quality assurance teams, IT administrators, regulatory affairs professionals, and project managers, providing them with the necessary information to manage and utilize Matillion Data Productivity Cloud effectively. The guidelines aim to support these stakeholders in meeting regulatory requirements and enhancing operational efficiency within their organizations.