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Generative AI (GenAI) is a subset of Data Science that has become increasingly popular due to the development of tools like ChatGPT and DALL-E. However, businesses should not invest in GenAI before having a data strategy in place. Data readiness for generative AI requires the right processes and architecture to manage big data effectively. Data readiness exists when the two components of data architecture and data engineering are in harmony under a comprehensive data strategy. Cloud service providers, like AWS, make this easier than ever today.