What AI agents will need from health data
AI agents in health require more than raw data. This article explains the data foundations—standardization, context, and trust—needed to support reasoning and decision-making at scale.
The future of wearable data in 2026 and beyond
Wearable data is becoming core infrastructure for digital health. This article explores how standardization, AI, and trust will shape the future of wearable data in 2026 and beyond.
How to use wearable data in AI health models
Wearable data is a powerful input for AI in health, but only when handled correctly. This article explains how to prepare, standardize, enrich, and use wearable data to build reliable, scalable AI health models.
How to standardize health data from devices
Standardizing wearable data is key to building scalable health products. In this article, we explain how to unify data from Fitbit, Apple Watch, and Garmin, and avoid common pitfalls when working with connected health data.
Apple Health vs Health Connect: pros, cons & integration
Apple Health and Health Connect are the two main platforms for accessing health data on iOS and Android. In this article, we analyze their pros, cons, and how to integrate with both when building cross-platform health and fitness applications.
Top 10 Wearable APIs of 2025
Discover the top 10 wearable APIs in 2025 and how they are transforming health and fitness data integration. A practical guide for developers and companies looking to build smarter, more personalized applications powered by real-time data.
AI and the future of wearable–EHR integration
Wearables generate continuous health data with enormous potential, yet they remain disconnected from electronic health records. This article explains how AI normalizes, contextualizes, and unifies these signals to create a more integrated ecosystem that supports prevention, personalization, and better clinical decision-making.
How do I integrate data from multiple wearables into one system?
Integrating data from multiple wearables into one system is challenging due to fragmented devices, formats, and APIs. This article explains the main approaches, key technical needs, and how a unified platform like ROOK enables normalized, analysis-ready, and AI-ready wearable data.
AI-ready wearable data: a new edge for health tech
Health-tech companies are adopting AI to deliver more personalized and predictive experiences. However, success depends on data that is reliable, structured, and continuous. This article explains why AI-ready wearable data is becoming a key competitive advantage and how it helps teams innovate faster.
Best wearable APIs for developers
Developers face growing complexity when integrating health and activity data from wearables. This guide highlights the best wearable APIs available today, compares their strengths, and explains how teams can choose the right solution for scalable, reliable data integration.
Top 10 EHRs and Why They Should Integrate Wearables
Discover the top 10 EHR (Electronic Health Record) systems and why integrating wearable devices into these systems can transform healthcare. Explore how real-time wearable data integration can improve patient monitoring, chronic disease management, and personalized care.
The Future of Digital Biomarkers: Wearables & AI in Chronic Care
The combination of wearables and artificial intelligence is transforming chronic disease management. These advances enable real-time monitoring, early detection, and more personalized care, creating new opportunities for both patients and healthcare providers.
AI and Wearable Data: Turning Sensor Signals into Regulatory-Grade Evidence for Pharma
AI is transforming raw wearable data into regulatory-grade evidence. By cleaning, standardizing, and validating biometric signals, AI turns fragmented sensor streams into reliable insights for clinical trials, digital biomarkers, and real-world evidence. This shift is redefining how pharma generates and uses data for innovation.
AI and Wearables: The Future of Insurance Underwriting
AI is transforming wearable data into powerful health insights that are reshaping insurance underwriting. By turning continuous biometric signals into validated risk indicators, insurers can assess risk more accurately, personalize pricing, and build proactive wellness programs that improve customer engagement and long-term outcomes.
The Hidden Costs of Fragmented Wearable Data and How AI Solves It
Fragmented wearable data limits the true potential of digital health innovation. Disconnected platforms create inefficiencies, poor user experiences, and lost opportunities for businesses. Discover how AI-driven solutions unify data, enhance insights, and unlock the real value of wearables.
Why Wearable Integrations Increase Product Retention by 25%
Integrating wearable technology into digital health platforms doesn’t just enhance user experience—it drives loyalty. By providing real-time data, personalized insights, and seamless engagement, wearable integrations can increase product retention by up to 25%. Discover how wearables turn everyday health tracking into lasting user commitment.
How AI Transforms Wearable Data Into Actionable Health Intelligence
Artificial intelligence is revolutionizing the world of wearables by transforming large volumes of data into clear, actionable insights. This article explains how fragmented information is turned into health intelligence that drives prevention, personalization, and better medical decision-making.
Continuous Health Monitoring with AI: Predicting Risks Before They Happen
Discover how AI and continuous health monitoring are revolutionizing healthcare by predicting risks before they happen. This article explains how wearables provide real-time insights, enabling personalized care and early intervention to prevent serious health problems.
Wearable Data in Insurance: Ready for Mortality & Morbidity Risk?
Wearable data offers insurers a more accurate way to assess mortality and morbidity risk. However, challenges like data standardization and privacy concerns must be addressed before full integration can happen.
AI and Wearables: Personalized Health at Your Fingertips
Explore how advanced AI applications in wearables are revolutionizing health tracking. Beyond steps and sleep, these devices offer personalized insights, proactive health management, and optimized wellness—transforming the way we care for our bodies.