Our AI
The intelligence layer that turns raw biometric data into 30-day predictive health forecasts.
From Data to Prediction
Hunuu Sense AI™ ingests data from 50+ wearables, normalizes it against your personal baseline, and surfaces actionable health intelligence — continuously.
Real-time streams from 50+ wearables — Apple Watch, Oura, Whoop, Garmin and more — normalized into a unified data schema.
A tennis player's heart rate is not a mall walker's. Our AI learns YOUR normal — not population averages.
Pattern recognition trained on 100M+ data points. Detects physiological anomalies 30 days before symptoms appear.
No PhD required. Complex biomarker analysis delivered as clear, actionable guidance you can actually use.
Bidirectional integration with Epic and Cerner. Your wearable data meets your clinical record.
HIPAA compliant. End-to-end encrypted. Your data is never sold. You own it — always.
9 Live APIs.
One Intelligence Layer.
Hunuu isn't just a consumer platform — it's infrastructure. Our API layer powers the HIP App, the SIQ Score engine, and B2B white-label deployments for health systems. Every insight we surface is grounded in real-time clinical data.
+ RxNorm · Stripe · SIQ Score API (Beta)
Full API Documentation →
Why We Use
TensorFlow
TensorFlow isn't a buzzword in our stack — it's the engine that makes 30-day prediction possible. Our LSTM (Long Short-Term Memory) neural networks are trained on multi-parameter biometric sequences: HRV, cortisol rhythm, glucose variability, SpO2, skin temperature, and sleep architecture — simultaneously.
LSTM is purpose-built for time-series with memory. It doesn't just look at today's HRV — it understands the pattern of your HRV over 30, 60, 90 days and detects when the trajectory is drifting toward a health event before any symptom appears. Retrospective validation: 94.2% accuracy across n=847 cases.
Why TimescaleDB
Changes Everything
Health data is fundamentally time-series data. Your HRV at 7:14am on Tuesday matters differently than the same HRV reading at 11pm on Friday. Standard databases — PostgreSQL, MySQL, MongoDB — were never built for this. They degrade catastrophically at scale with time-ordered, high-frequency data.
TimescaleDB is PostgreSQL extended specifically for time-series at billion-row scale. Combined with pgvector for AI embedding storage, Hunuu can query your 90-day biometric history in ~8ms — fast enough to power real-time clinical dashboards, live AI inference, and instant SIQ Score lookups simultaneously.
Network. Service. Application.
Three Layers. Zero Compromise.
Health data is the most sensitive data that exists. We built security into every layer of the stack — not as compliance checkbox, but as product architecture.
All traffic encrypted in transit via TLS 1.3. Caddy reverse proxy with automatic HTTPS provisioning. Zero plaintext connections permitted — enforced at infrastructure level, not application level.
Every API call authenticated via JWT with short-lived tokens. Stripe webhook signatures verified on every payment event. Rate limiting, request signing, and audit logging at every service boundary.
AES-256 encryption at rest for all PHI. Differential privacy (ε ≤ 0.1) prevents reverse-engineering individual records from aggregate AI models. Health Circles enforce patient-controlled data sharing at the field level — not just the record level.
The Mood Engine
No other health platform does this. The HIP interface shifts its own visual state — color palette, typography, even animation rhythm — based on your live biometric signals. The app reads your body, then meets you where you are.
Your Biology, Your Interface
HRV >70, Mood >80, Sleep >7h. Electric wasabi on teal. Peak performance.
Steps >10k, elevated HR, post-caffeine. Amber kinetic.
Low resting HR, high HRV, evening. Ocean stillwater.
Sustained HRV, flow state, work hours. Ice blue laser.
Post-workout, low glycogen, rest day. Healing amber.
HRV <40, cortisol spike. Magma red alert. Breathwork nudge.
Evening 6–11pm, weekend. Warm purple + gold.
Alpha waves, studio hours. Prismatic rainbow shift.
Sunday, prayer >20min, Faith IQ >85. Sacred indigo + gold.
HRV <35, Sleep <5h, Monday AM. Muted navy. Reduces visual noise.
Partner proximity, Sex IQ >85, weekend night. Deep rose + champagne.
Peak T, competition day, high cortisol+energy. Blood red + tactical black.
This isn’t theming. It’s adaptive cognition. A stressed user gets a stressed UI — and prompts calibrated to ground them. A warrior gets tactical. A spiritual user gets sacred. The software sees you.