Platform Overview
OpenLife Cloud is a privacy-first data platform purpose-built for longitudinal health, lifestyle, and environmental data.
LLIF provides the legal foundation for participant data — enforcing integrity, agency, privacy, and safety across work involving OpenLife Cloud and Best Life App.
OpenLife Cloud by the Numbers
The technical capabilities that make participant-owned longitudinal data possible.
102 API Endpoints
RESTful API covering event management, analytics, nutrition, environmental data, user management, sync, plans, compliance, and program administration.
620+ Taxonomy Nodes
Hierarchical health and lifestyle classification with 643 schemas. Standardized categories that enable cross-program and cross-study data harmonization.
Ingestion & Sync
Apple Health, Google Fit, Fitbit, manual entry, barcode scanning, AI food lookup, voice input. Data from wherever participants already are.
Environmental Enrichment
25+ weather, air quality, and pollen metrics automatically attached to every health event by location and time. The context that makes correlations possible.
Insights Engine
Cross-series correlation analysis, trend detection, calendar patterns, frequency distributions, and ML-powered predictions. The analytics that Programs deliver to participants.
Compliance & Plans
Conditional plans with targets, schedules, reminders, and automated compliance verification. Programs define expectations; the platform confirms them.
Nonprofit Structure = Structural Trust
LLIF's governance model isn't a policy choice — it's a legal structure that permanently protects data from commercial exploitation.
Donor-Restricted AssetActive
Participant data is legally classified as a donor-restricted asset under nonprofit governance. It cannot be sold, monetized, or repurposed — with bankruptcy protections.
IRB-Compatible ConsentActive
Participant opt-in consent architecture designed for IRB requirements. Clear data access boundaries and transparent handling.
HIPAA AlignmentIn Progress
Infrastructure designed for HIPAA-adjacent workloads. Encryption at rest and in transit, access logging, audit trails.
SOC 2 Type IIRoadmap
Certification planned. Current infrastructure follows SOC 2 principles: access controls, monitoring, and incident response.