Safety by Design
We believe that healthcare AI must be transparent, auditable, and built on a foundation of rigorous safety standards.
The 4 Pillars of Safety
Our platform is built on a foundation of rigorous safety standards.
1. Zero-Trust Architecture
Agents function with "least privilege." A billing agent cannot access clinical notes unless explicitly granted. We assume no trust by default.
2. Human-in-the-Loop (HITL)
Any action with "consequential impact" (e.g., prescribing, denying a claim) requires human cryptographic signing. The agent proposes, the human approves.
3. HIPAA-Compliant Sandbox
Ship with a "Local Mode" (Dockerized) allowing hospitals to run agents on-premise. Data never leaves the firewall unless authorized.
4. Immutable Audit Trails
Every "thought" (reasoning step) and "action" (API call) is logged immutably. If a mistake happens, you can replay exactly why.
Performance Goals
How the OHA Constellation compares to standard approaches.
| Metric | Generic LLM | OHA Agent |
|---|---|---|
| Medical Grounding | Variable | Verified Corpora |
| Hallucination Control | Probabilistic | Deterministic Guardrails |
| Empathy & Support | Surface Level | Specialized Training |
| Transparency | Black Box | Fully Auditable |
Join the Safety Initiative
Help us define the future of open source healthcare safety.