HOPE
AI-Powered Health Intelligence
Transform your wearable data into clinical-grade insights. Get personalized health guidance, travel support, and visual health assessments—trusted by leading healthcare providers worldwide.
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What is HOPE?
HOPE is your personal health intelligence platform that turns everyday wearable data into actionable clinical insights.
Continuous Health Monitoring
Seamlessly integrates with your Apple Watch, Fitbit, and other wearables to track your health 24/7, turning data into insights you can understand.
AI-Powered Insights
Our advanced AI analyzes your health patterns, compares them to clinical baselines, and provides personalized recommendations in plain English.
Doctor-Verified Guidance
HOPE doesn't replace your doctor—it empowers them. Our platform provides structured summaries that help your healthcare provider make better decisions.
Simple and Secure
HIPAA-compliant platform with bank-level encryption. Your health data stays private and secure, accessible only to you and your authorized providers.
Simple Process
For technical experts: HOPE leverages multimodal data fusion, combining ECG, labs, vitals, symptoms, and wearable metrics through transformer-based models trained on 1M+ clinical profiles to generate risk scores, provisional diagnostic suggestions (clearly labeled as requiring physician confirmation), and personalized baseline comparisons.
How HOPE Works
Four simple steps to transform your health data into actionable insights
Intake
Complete your onboarding questionnaire
- Interactive LLM-powered intake conversation
- Comprehensive health history capture
- Medical conditions and medications
- Lifestyle factors and goals
Data Integration
Connect your wearables and devices
- Apple Watch & Fitbit integration
- Blood pressure cuffs & glucose monitors
- ECG, labs, and vital signs
- Automatic data sync via SpikeAPI-like connectors
AI Insights
Get personalized health intelligence
- Risk scoring (Low/Medium/High)
- Provisional diagnostic suggestions*
- Baseline comparison vs. similar cohorts
- Trend analysis and predictions
Action & Guidance
Receive actionable recommendations
- Doctor referrals and specialist recommendations
- Personalized health action plans
- Educational content in plain language
- Follow-up reminders and tracking
* Provisional diagnostic suggestions are clearly labeled and require physician confirmation. HOPE is assistive technology and does not replace medical professionals.
Patient-Facing Features
Everything you need to take control of your health, all in one place
Onboarding Questionnaire
Comprehensive health history and lifestyle assessment to personalize your experience
Interactive LLM Intake
Natural conversation with AI to understand your health concerns and goals
Wearable Integration
Seamless connection with Apple Watch, Fitbit, and other popular health devices
Risk Scoring
Clear Low/Medium/High risk indicators based on your health data and patterns
AI Health Insights
AI-generated suggestions (not medical advice) clearly labeled as requiring physician confirmation
Baseline Comparison
See how your metrics compare to similar individuals in our clinical database
Doctor Recommendations
Personalized referrals to specialists and healthcare providers when needed
Educational Explanations
Plain-language breakdowns of complex medical terms and health concepts
Travel Health Support
Connect with local doctors abroad and get OTC medication recommendations similar to your home country
Visual Health Assessment
Upload photos of bruises, cuts, or inflammation for AI severity assessment and guidance
Doctor Approval Workflow
Send AI suggestions to your own doctor or local physicians for professional approval and guidance
Health Support Wherever You Travel
HOPE ensures your health is protected no matter where in the world you are
Local Doctor Network
Traveling abroad? HOPE connects you with verified local doctors in your destination country for in-person care when needed.
OTC Medication Matching
Get recommendations for over-the-counter medications available locally that are equivalent to medicines from your home country.
Travel Health Peace of Mind
Never worry about your health while traveling. HOPE provides 24/7 support no matter where you are in the world.
Visual Health Assessment
Upload photos for instant AI analysis and get guidance on next steps
Photo Upload & Analysis
Upload photos of bruises, cuts, rashes, inflammation, or other visible health concerns for AI-powered assessment.
Severity Assessment
AI analyzes your photos to determine severity and urgency, helping you understand if immediate care is needed.
Doctor Review Workflow
Send AI assessments to your own doctor or a local physician for professional medical review and approval.
What Can You Upload?
Important: AI Guidance, Not Medical Advice
All assessments and suggestions provided by HOPE are AI-generated guidance, not medical advice. Every recommendation is clearly labeled as requiring professional medical review. We strongly recommend sending all AI assessments to a qualified healthcare provider for approval. HOPE facilitates easy sharing with both your regular doctor and local physicians in your travel destination.
For Clinicians & Partners
Professional tools designed to enhance clinical workflows and enable innovation
Structured Patient Summaries
LLM-generated comprehensive summaries formatted for easy EHR integration, saving hours of documentation time
Outcome Tracking
Monitor patient progress post-treatment with automated follow-ups and longitudinal data visualization
Performance Scoring
Quality metrics adjusted for patient compliance and engagement, providing fair and actionable insights
API Access for Enterprise
Integrate HOPE+ models into your telehealth platform, insurer workflows, or pharma research—knowledge access only, no raw PHI exposure
Privacy First: Enterprise/API access provides model intelligence and insights, not raw patient health information. All data handling is HIPAA-compliant with comprehensive audit logging.
Technology & Security
Built on enterprise-grade infrastructure with security and privacy at the core
HIPAA-Aligned Cloud Infrastructure
AWS S3 storage, SageMaker for training/deployment, API Gateway for secure delivery
Encryption & Security
End-to-end encryption in transit and at rest, with comprehensive de-identification protocols
Comprehensive Audit Logging
Every data access tracked and logged for complete HIPAA compliance and accountability
Multimodal Data Fusion
Combines ECG, labs, vitals, symptoms, and wearable data for comprehensive health insights
Advanced AI Models
Transformer-based models trained on 1M+ clinical profiles for accurate predictions
Continuous Learning
Feedback loops enable models to improve over time while maintaining patient privacy
Scalable Deployment
HOPE is designed to scale from individual consumers to enterprise B2B deployments. Our infrastructure supports:
- Consumer mobile apps (iOS & Android)
- Telehealth platform integrations
- Insurance company workflows
- Pharmaceutical research partnerships
- Healthcare provider networks
Simple, Transparent Pricing
Choose the plan that fits your needs. All plans include core features.
Free Tier
Basic dashboard and limited insights
- Basic health dashboard
- Limited AI insights
- Wearable device integration
- Monthly summary reports
- Community access
- Email support
Standard
AI cardiac risk analysis with personalized tips
- Everything in Free Tier
- AI cardiac risk analysis
- Personalized health tips
- Advanced health tracking
- Weekly insights reports
- Priority email support
Premium
Unlimited ECG uploads and AI assistant insights
- Everything in Standard
- Unlimited ECG uploads
- AI health assistant
- Real-time risk scoring
- Longitudinal trend analysis
- Customizable health alerts
- Export health reports
- Priority support
Doctor-Linked
Physician-monitored version with chat access
- Everything in Premium
- Direct physician monitoring
- Doctor chat access
- Professional health reviews
- Care coordination tools
- Physician-approved insights
- Dedicated healthcare support
- Medical records integration
Institutional API
Licensing and analytics for research or startups
- Full API access to HOPE+ models
- Analytics dashboards
- Research-grade data access
- Custom integration support
- Volume-based pricing
- Sandbox environment
- Technical documentation
- API support team
Enterprise Integration
Large-scale insurance or hospital systems
- Everything in Institutional API
- Enterprise-wide deployment
- SSO & user management
- SLA guarantees
- HIPAA compliance documentation
- Dedicated account manager
- Custom feature development
- White-label options
- 24/7 enterprise support
Multi-Channel Revenue Model
HOPE+ blends consumer subscriptions with institutional licensing and API integration. Individual subscriptions provide predictive insights and monitoring, while clinics, insurers, and employers purchase API access and analytics dashboards for preventive coverage and research.
Institutional API and Enterprise Integration pricing is customized based on scale and requirements. Contact our sales team for a personalized quote.
Frequently Asked Questions
Everything you need to know about HOPE
Absolutely. HOPE is fully HIPAA-compliant with bank-level encryption. Your data is encrypted both in transit and at rest, and we use comprehensive de-identification protocols. You control who has access to your health information, and we never sell your data to third parties.
Our AI models are trained on over 1 million clinical profiles and validated against real-world outcomes. However, all AI-generated insights are provisional and clearly labeled as requiring physician confirmation. HOPE is designed to augment—not replace—medical professionals.
HOPE integrates with Apple Watch, Fitbit, blood pressure cuffs, continuous glucose monitors, and other popular health devices. We use standardized APIs to sync your data automatically, and we're constantly adding support for new devices.
No. HOPE is assistive technology designed to empower both you and your healthcare providers. It provides insights and recommendations, but all medical decisions should be made in consultation with qualified healthcare professionals. We clearly label all provisional suggestions as requiring physician confirmation.
Yes, with your explicit permission. HOPE generates structured patient summaries that your doctor can easily review and integrate into their workflows. This helps your healthcare provider make more informed decisions based on comprehensive, longitudinal data.
HOPE uses clinical-grade AI trained on real medical data, not just consumer wellness metrics. We provide risk scoring, provisional diagnostic suggestions, baseline comparisons with similar cohorts, and doctor-ready summaries—all in one platform. Plus, our Enterprise API allows healthcare organizations to integrate our intelligence into their existing systems.
HOPE offers a free Basic plan with essential features. Our Pro plan ($29/month) includes advanced AI insights, longitudinal trends, and priority support. Enterprise API access is custom-priced based on volume and needs. See our Pricing section for details.
HOPE is currently in development and will be launching soon on both iOS and Android. Sign up for early access to be notified when we launch and receive exclusive beta testing opportunities.
Get in Touch
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