Powerful AI-based symptom checker platform for accurate patient triage, symptom analysis, and patient-specific clinical information exchange for preliminary diagnosis. The solution may easily be customized in terms of functionality, medical scope, and language, making it an enterprise-level framework for insurance companies and health systems. The products are offered as a white-label or mobile application, alongside Application Programming Interface (API) integration and chat-bot techniques based on Natural Language Processing. Company’s diagnostic technology can easily be accessed through their API to analyze patient data and compute clinical recommendations including alerts on likely diagnoses and suggested symptoms for lab test order verification.