The global healthcare ecosystem is currently undergoing a structural transformation, catalyzed by the transition of "FemTech" from a niche market of consumer-facing tracking applications to a core pillar of clinical-grade digital medicine. This evolution is predicated on a fundamental shift in technical architecture: the move from passive, retrospective data collection to the integration of Agentic Artificial Intelligence (AI) and high-fidelity biomarker data. Historically, w