1 min readfrom Data Science

Healthcare (insurance, pop health, VBC) - actual AI use cases?

Pretty open ended here. I work in population health for a VBC organization. Goals are improving patient outcomes and reducing cost of care, particularly for Medicaid population.

Can anyone share actual AI use cases that are valuable? Outside of AI coding agents (huge value for some) nothing has really taken off.

Example: AI-generated patient summaries from medical claims and operational data. Super rich context about risk factors, gaps in care, recent conversations, etc. Providers loved the idea but zero adoption because they value autonomy and their judgement.

Example: Natural language chat interface to various operations and staff performance datasets. No uptake because nobody knew what to ask. Dashboards are just easier.

Example: Natural language interface to program outcomes via causal analytics. Literally ask about any market/program/subgroup and outcomes attributable to program. Zero adoption among executives because they either want 1) a quick verbal explanation or 2) a spreadsheet and slide deck.

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