Evidence-aware coverage of connected wellness, wearables, preventive health services, personalized insights and responsible use of AI-enabled technologies.
General educational wellness information only, not medical advice or a substitute for diagnosis, treatment or professional care.
An evidence-led guide to explore future connectivity possibilities for continuous services while emphasizing that current programs use existing networks and local processing., with practical considerations for architecture, governance, security and implementation.
Read article →An evidence-led guide to assess activity, sleep and other sensor measures, limitations, context, accuracy and responsible interpretation., with practical considerations for architecture, governance, security and implementation.
Read article →An evidence-led guide to define connected wellness services, user engagement, devices, coaching and the distinction between wellness support and clinical care., with practical considerations for architecture, governance, security and implementation.
Read article →An evidence-led guide to discuss personalization inputs, transparency, consent, user controls, data minimization and avoiding unsupported health claims., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to examine coaching use cases, guardrails, escalation, bias, evidence, human review and clear boundaries around medical advice., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to cover voluntary participation, privacy, accessibility, incentives, measurement and separation from employment decisions., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to explain consumer sleep metrics, estimates versus clinical testing, device variability and avoiding diagnosis from consumer scores., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to discuss activity data, recovery estimates, coaching workflows, safety and the need to tailor services responsibly., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to explore behavior design, meaningful reminders, user autonomy, accessibility and measuring sustained engagement., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to address data sharing, third-party SDKs, location, retention, security settings and informed user choice., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to review APIs, data portability, identity, normalization, consent and the risk of fragmented personal records., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to discuss accessibility, affordability, language, disability inclusion, cultural context and alternatives for people without smartphones., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to distinguish engagement from outcomes, avoid vanity metrics, account for selection bias and communicate uncertainty., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to explore independence, caregiver support, usability, safety, social connection and appropriate clinical escalation., with practical considerations for architecture, governance, security and implementation.
An evidence-led guide to combine evidence, user trust, privacy, interoperability, governance and sustainable service design., with practical considerations for architecture, governance, security and implementation.
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