Today's clinical trials generate massive volumes of patient data from diverse sources, with EDC systems producing just 30%—leaving 70% from third parties often handled via manual methods like spreadsheets, email, EDC, and statistical tools. These approaches inflate effort, costs, and risks while delaying data availability for days to months, hindering agile responses to safety or quality issues. Veeva software revolutionizes this with Clinical Data Workbenches, automating data aggregation and cleaning to deliver faster insights, reduce risks, slash costs, and enable real-time decision-making for more efficient trials.

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