80% of Healthcare Data Is Locked Away. AI Is Finally Breaking It Open.

Show Notes What if the most valuable data in healthcare has been sitting in plain sight the entire time, buried inside millions of clinical notes no one can actually use? Live from ViVE, Marcus Gordon sits down with Dr. Tim O'Connell, co-founder and CEO of Emtelligent and a practicing radiologist, for a conversation about one of the biggest blind spots in modern healthcare: unstructured data. Dr. O'Connell breaks down why health systems are overflowing with information yet still starving for actionable insight, and why unlocking clinical notes at scale could change everything from patient care to cost control to real-world evidence. This episode gets into the real tension behind AI in healthcare. The technology is moving fast, but the stakes are too high for blind automation. Diagnoses, claims, treatment decisions, and chart review cannot become black-box exercises. Dr. O'Connell makes the case for clinician-led AI, where humans stay firmly in control and technology does what it does best: surface critical information faster, more accurately, and at scale. The conversation also explores why radiology has long been seen as a digital pioneer, why AI adoption in clinical workflows may actually be moving faster than in imaging, and what it will take for health systems, payers, and life sciences companies to responsibly share data in ways that improve care without compromising trust. This is a conversation about where healthcare is actually headed, not in theory, but in practice. In this episode: Why an estimated 80% of healthcare data lives in unstructured clinical notes The real reason health systems are data rich but insight poor Why human-in-the-loop AI is non-negotiable in healthcare How AI-assisted chart review can reduce friction for clinicians Why radiology may not be the AI leader people assume it is What better data sharing could mean for cost, quality, and real-world evidence Why the future of healthcare depends on turning documentation into decisions