See how CROs & sponsors detect engagement risk weeks before dropout.
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Recruitment gets patients in. Retention keeps trials alive.
But most teams only see disengagement after it’s already operational, missed visits, protocol deviations, site escalations. By then, the signal is lagging and the cost is locked in.
The reality: patients communicate risk early in open-ended feedback, call center transcripts, diaries, and site interactions.
The problem: that signal is unstructured, fragmented, and invisible at scale.
This playbook breaks down how leading CROs and sponsors operationalize that signal to improve retention, reduce variability, and run cleaner trials.
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