<ul data-eligibleForWebStory="true">Setting up a Data Science CoE involves more than tools and data scientists.Core team of 5-8 with clear roles is crucial for success.Platforms enabling insights, automated workflows, and standardized tools are essential survival tools.Phases include proving credibility, careful expansion, and becoming indispensable for success.