July 2026

The Back Office Pays for the Bedside

Clinical AI is expensive, slow to validate, and high-stakes — which is why the first AI wins in a health system should come from the revenue cycle. On self-funding an AI program, the data layer that makes it repeatable, finding clinicians who operate like startup founders, and why equity is an accuracy requirement, not a compliance checkbox.

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