Real-time medical hallucination firewall API for LLM providers to block unsafe health advice.
Validated on That's Missing platform | Status: Active Opportunity
Market Catalyst & News Trigger
"Parents sue OpenAI alleging GPT-4o coached child off seizure medication"
Source: TechCrunch
| Published: 10/28/2026
The Workflow Friction
Developers face unlimited liability for medical hallucinations; insurers lack standardized AI risk pricing frameworks.
Problem Summary
Real-world problem signal validation.
One-Shot MVP Builder Blueprint (48 Hours)
Middleware intercepting LLM outputs, flagging medical keywords, and blocking responses lacking verified clinical sources.
Recommended Developer Tech Stack
- Python
- FastAPI
- Redis