The session will bring together leading experts to explore how AI-assisted metabolic risk screening and early detection are transforming the way lifestyle disorders are identified and managed at scale. Panellists will examine how diagnostics serve as the foundation of preventive intelligence, enabling data-driven, proactive healthcare interventions rather than reactive treatment. The discussion will further delve into the integration of behavioural health frameworks and long-term compliance ecosystems that drive sustained patient engagement and outcomes. Finally, the session will highlight scalable Tier-2 and corporate deployment models, showcasing how technology-enabled preventive solutions can be effectively implemented across emerging urban markets and workplace environments to build a more resilient and prevention-focused healthcare system.