The Problem
Users open your app 30 times. They tell it they don't like guided meditation. They prefer evening sessions. They have a knee injury. And every time, the app recommends the same generic morning yoga flow with a voiceover they already turned off.
The best wellness experiences feel personal. Peloton remembers your fitness level. Headspace tracks your streak. But real personalization — the kind that adapts to what actually works for each user — requires memory infrastructure that most apps don't have.
That's what we build. Memory that makes your app feel like it knows the user.
Use Cases
Your app remembers what calms each user, which sessions they skip, and how their practice evolves. Month 3, the recommendations feel handpicked by a teacher who knows them.
Track ingredients, dosages, and user responses over time. Surface patterns a human coach would catch — "your sleep scores improved when you added magnesium at 8pm" — but at scale.
Adaptive programming that learns from every workout, every rest day, every injury report. Not a static plan — a system that evolves with the user's body.
AI coaches that know each member's history, goals, and communication style. Group insights that surface trends across your entire user base without exposing individual data.
Capabilities
Per-user persistent memory — every interaction compounds into a richer user profile
Privacy-first architecture — user data encrypted at rest, never shared across accounts
Adaptive recommendations that improve weekly, not just at launch
Natural language user queries — "What worked for my sleep last month?"
Behavioral pattern detection across hundreds of data points per user
API-first integration — drop into your existing app stack in days, not months
Architecture
Every user gets their own memory instance. Preferences, patterns, corrections, and goals — all stored with full provenance. The system knows not just what the user did, but why they did it and how they felt about it.
Wellness-specific knowledge that powers smart defaults. Sleep science, nutrition timing, exercise physiology, recovery protocols. Your app starts smart on day one because the domain layer already knows the field.
HIPAA-aware data handling. End-to-end encryption. User-owned data with full export and deletion support. Your users trust you with their health data — we help you keep that trust.
Whether you're pre-launch or scaling to 100K users, persistent memory infrastructure gives your app the unfair advantage of remembering everything.