An architecture built entirely on absolute trust.
In a landscape cluttered with pseudo-science and invasive tracking, LifeBack is engineered as a secure, clinical-grade assessment operating system.
Orchestration, Not Just Assessment
LifeBack is positioned as an extensible assessment operating system. Rather than hardcoding simple forms, LifeBack orchestrates complex, multi-modal clinical workflows. It securely routes data to external AI systems without internalizing the ML models directly, ensuring a highly modular, decoupled, and robust architecture.
AI Assists — Never Replaces
Clinical judgment is never delegated to a model. Every AI output generated on our platform is framed strictly as a behavioral observation—serving as a powerful triage and prioritization tool for clinicians, never as a replacement for their expertise or a definitive diagnostic classification.
Privacy Is Structural
Privacy isn't a feature toggle; it's structural. From hashing client IPs to guaranteeing zero-telemetry workflows, patient data is fundamentally isolated. At the database layer, PostgreSQL Row-Level Security (RLS) ensures absolute data segregation and strict access control across our four-tier authorization model.
Research Standard Precision
We don't invent new psychological frameworks. LifeBack strictly adheres to the Patient Health Questionnaire (PHQ-9) diagnostic criteria. We exist to digitize, secure, and scale the exact clinical standards used by medical professionals worldwide with unmatched precision and speed.
The LifeBack Guarantee
System-level assurances enforced by code, not just policy.