Cloud-centric services are becoming the norm in modern IT and Operational Technology (OT) platforms, where cybersecurity risks are also on the rise. The evolving regulatory landscape within Europe, exemplified by the Network and Information Security 2 (NIS2) directive and the Cyber Resilience Act (CRA), further amplifies the necessity for rigorous compliance measures. The presumption of conformity for platforms certified under EU-recognized certification schemes, as outlined by the CRA, is anticipated to promote the certification of IT and OT platforms. Nevertheless, the certification process for these platforms is challenging due to the complexity of cloud architectures and the constantly evolving threats, which require continuous adaptation. Furthermore, both NIS2 and CRA introduce new mandates, including the obligation to manage risks, report incidents to relevant authorities, inform customers about vulnerabilities, and provide relevant mitigation strategies. Consequently, there exists an urgent demand for tools and frameworks that support sustained certification in the cloudification of IT/OT platforms. This paper introduces the Continuous Certification Readiness Framework (CCRF), which is engineered to automate tasks related to certification preparation and support ongoing compliance assessments, thereby enabling organizations to effectively manage risks and uphold a high level of assurance within their cloud environments.