This whitepaper presents a checklist for achieving a true hybrid data platform, which is essential for organizations looking to leverage hybrid cloud approaches for data management. It outlines the importance of a hybrid cloud strategy in enabling modern data architecture and facilitating the use of emerging technologies such as AI. The document details several key elements that define a true hybrid data platform, including the need for a distributed cloud model, portable data services, and consistent security and governance across environments. It emphasizes the necessity of a common interface for managing infrastructure and the ability to handle various data types. The paper also discusses the challenges organizations face in managing data across multiple environments and the benefits of integrating data lifecycle stages into a single platform. Additionally, it highlights the role of Cloudera in providing solutions that support the implementation of these hybrid data strategies.