Averion Labs

Medical AI research delivers validated models that remain inaccessible to practicing clinicians. Published models sit in academic papers without deployment infrastructure. Healthcare professionals lack tools to integrate these diagnostic systems into clinical workflows. The gap between research validation and clinical adoption continues to widen. Averion Labs transforms research-validated AI models into production-ready clinical tools. Built as a full-stack SaaS platform, it provides diagnostic AI with complete authentication, payment processing, batch inference, and administrative controls. The platform handles model deployment, user management, credit-based monetization, and compliance-ready audit logging. All components are containerized and deployed with monitoring infrastructure.