What's Working in VBC: Cardiology AI

Cardiology AI is moving beyond generalist tools toward specialist disease phenotypes, with applications spanning democratized echo acquisition, automated interpretation, and signal-based screening via ECG and digital stethoscopes. This market intelligence brief maps the competitive landscape across echo automation leaders, signal-based screening, and virtual-first care models — and outlines the strategic implications for VBC bundling, hardware-agnostic deployment, and payer partnerships.