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This article discusses the critical importance of centralized data management tools in improving research efficiency within the FAIR (Findable, Accessible, Interoperable, and Reusable) data landscape.

When analyzing data there is often a competition between getting an analysis set up just the way you want versus implementing a consistent method across your data and organization. Often with flexible tools, it is easy to adjust the analysis, but difficult to use it repeatedly at scale. Whereas with scalable tools, once a system is setup, the difficulty of...

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Creating data is easy. The rapid analysis and use of that data, however, is orders of magnitude more difficult. Biopharma companies are under pressure from all sides to leverage the power of data analytics. Financial stakeholders expect a timely return on their investment. Regulators are closely scrutinizing the biopharma industry as it explores new...