AI Meets Clinical Data: What Actually Breaks, and What Automates

A candid fireside on where AI genuinely helps clinical data management — and where it doesn't. A practicing clinical data manager and an engineer from regulated-data systems (banking, trading) compare how high-stakes data actually gets reconciled, cleaned, and trusted across industries — and what clinical teams should, and shouldn't, hand to automation. Practitioner-led, technical, honest over hype.