TopMD is a clinical AI system for emerging markets, providing doctors with real-time diagnostic support, automated documentation, and evidence-based decision-making during patient consultations. The platform is localized for the Kazakh, Uzbek, and Russian languages and integrates with local Ministry of Health protocols. It includes a flagship AI physician council feature that synthesizes specialist opinions with cited sources.
Funding
Funding not disclosed
Founders
Product
Problem
Doctors in emerging markets often work without access to up-to-date clinical protocols, leading to high rates of diagnostic errors and delayed treatment. Outdated guidelines and a lack of specialist availability outside major cities force physicians to rely on their own judgment, increasing the risk of misdiagnosis and adverse patient outcomes.
Solution
TopMD provides a clinical AI platform that works in real time during patient consultations, offering background transcription, live diagnostic suggestions, and instant protocol validation. The system is trained on local medical data and journals, and it supports multiple languages including Kazakh, Uzbek, and Russian. It automates medical documentation, generates referrals and discharge notes, and includes a drug database with over 154,000 entries. A flagship feature, the AI physician council, allows doctors to submit cases for multi-specialist AI discussion and receive a synthesized conclusion with cited sources.
Target Audience
Primary users are physicians and clinical teams in emerging markets, particularly in Kazakhstan, Uzbekistan, and Russia, who need real-time decision support and documentation automation during patient visits.
Features
- Real-time background transcription of patient consultations in Kazakh, Uzbek, and Russian
- AI-driven differential diagnosis suggestions with links to official medical guidelines
- Live prompts that recommend follow-up questions during the consultation
- Comprehensive drug reference with 154,000+ medications, dosages, and contraindications for Kazakhstan, Uzbekistan, and Russia
- One-click generation of medical documents, including referrals, certificates, and discharge summaries
- AI physician council that simulates multi-specialist discussion and provides a final synthesis with traceable citations