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In this session of the Microsoft Research Summit 2021, Darren Edge discusses technologies developed to translate real-world data into real-world evidence, a concept initially emerged in the medical field. This concept distinguishes the highly controlled data from randomized control trials from more practical applications in various societal issues, particularly where conducting such trials is impractical or unethical. The translation of raw data into actionable evidence is crucial for informing policy decisions aimed at fostering a more equitable and resilient society. Edge highlights the necessity of enhancing resilience across several domains, emphasizing the importance of data-driven approaches in societal resilience research.