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The client's internal Shiny applications suffered from severe performance bottlenecks (7-minute load times), untested codebases, and fragmented workflows. Scientists and data teams required faster insights, while business stakeholders needed streamlined decision-making tools. The organization also lacked enterprise-grade infrastructure for collaboration and deployment.
A pharmaceutical company specializing in drug discovery for oncology and genetic diseases, leveraging data-driven approaches for clinical research and translational medicine.
Accelerated drug discovery timelines through instant access to clinical data insights, 200% increase in cross-team collaboration efficiency, and 40% reduction in application maintenance overhead. The implementation will solidify Shiny and Posit as core decision-making platforms, enabling faster regulatory submissions and improving ROI on data science initiatives.