The integration of electronic clinical outcome assessment (eCOA) technologies in trials has revolutionized data collection, enabling real-time, patient-reported outcomes that enhance the accuracy and efficiency of trial data. Trial data typically includes vital stats, lab results, and imaging scans. Devices like wearables, smart scales, and glucose monitors play an increasingly important role in modern trials, as they provide better insights into both patient health and treatment response.