Data rich, context poor: what healthcare keeps missing about patients | Shoshanah Brown

Shoshanah Brown has spent more than 25 years closer to the frontline of health than most executives ever get. She started as a Peace Corps community health worker in a rural village in Burkina Faso, founded and ran AIRnyc for 13 years sending community health workers into the homes of families battling asthma, and now leads population health at Popai Health. That arc is why her read on healthcare’s blind spot is hard to argue with. The problem was never a shortage of data. It’s that no one is capturing what the patient actually says.Popai works with FQHCs and the safety net, where the social side of a person’s life is even more fragmented than the clinical side. Brown makes the case that the signals predicting a missed appointment or a trip to the ED are already being spoken, to a receptionist, a navigator, a care manager, and then lost in systems that don’t talk to each other. Her conviction is that AI’s highest use here is amplification, not automation. Strip away the documentation burden, keep the human community health worker in the workflow, and let them do the trust-building and listening only a person can do.Topics DiscussedWhy healthcare is data rich and context poor, and what patient context actually meansThe signals patients already speak that get lost across fragmented, disconnected systemsPopai’s model: orchestrating information to drive the next best action before a crisis hitsWhy the non-clinical frontline workforce has been healthcare’s invisible backboneRemoving the documentation burden, including the translation load workers carry between patient conversations and English-language systemsAI as amplification, not automation: keeping the human in the workflow and working at the top of their licenseBuilding trust by ending the repeat screening that forces vulnerable patients to restate stigmatized needsLessons from AIRnyc: how being data-driven and tech-enabled early earned a seat at the table when value-based care arrivedThe case for a single social and clinical care plan built at the level of the individualWhat the community health worker role could look like in three to five years