The consumer digital health sector is undergoing a structural transition from episodic, reactive vital sign tracking toward continuous, multimodal physiological synthesis and proactive longevity modeling. The hardware introduction of the Apple Watch Series 12 and Apple Watch Ultra 4, coupled with the architectural overhaul of the Apple Health application under iOS 27, marks a significant convergence of high-frequency wearable photoplethysmography, on-device computer vision, g