In this presentation, we will explore the key MLOps principles and best practices to ensure efficient development, deployment and operation of generative AI applications. By integrating these best practices, organisations can unlock new avenues to leverage the full potential of generative AI. We will use real world use cases to show case how to implement these best practices.