Clinical trial workflows are fundamentally a per-person scheduling problem. Each participant has their own baseline visit, dosing day, and follow-up window, and those individual timelines drive when you must collect patient-reported outcome (PRO) data, run blinded biomarker checks, and perform safety follow-ups. When an interim readout looms, the operational work...
...Read MoreClinical trial recruitment is often talked about as a sourcing problem. The stubborn operational failure actually lives in the handoff between identification and enrollment. Recent reporting that a sponsor's investment in an ambient-AI tool produced an enormous list of flagged patients is a reminder: a machine can point at potential...
...Read MoreCollecting patient-reported outcomes is not primarily a research problem. It is a communications and logistics problem. When each patient has their own timeline for preoperative and postoperative surveys, the job is making sure the right person gets the right prompt at the right time and in the language and channel...
...Read MoreOutbreak notification is an operational problem, not a communications one. The hard part is not drafting the message. It is making sure the right people get reached, that exposed people are identified even if they did not directly handle the implicated item, and that lab specimens and follow-up are coordinated...
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