RIA uses AIML forecasting to predict patient recruitment flows, identify causes of delays, and recommend corrective actions. It simulates scenarios factoring in patient type, condition, country, and demographics. Insights guide strategies like shifting recruitment to regions with higher yield. With 40+ trials applying RIA, it addresses the 80% of studies that miss enrollment targets and the 1/3 delayed by recruitment issues. RIA improves ROI, optimizes timelines, and reduces risks by aligning projections with targeted interventions.

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