AI Safety & Principles

How we build AI you can trust

Health AI requires a higher standard of transparency. Here is exactly what our AI can do, what it cannot do, and the principles that govern every response.

Our 6 AI Safety Principles

We are not a substitute for a doctor

drkumar.ai provides AI-generated information and analysis for educational and informational purposes only. Nothing on this platform constitutes a medical diagnosis, treatment recommendation, or prescription. Always consult a licensed healthcare provider for any medical decision.

Transparent AI — you know what the AI can and cannot do

Our AI is powered by a proprietary medical knowledge engine built on peer-reviewed research from PubMed, ICD-10 clinical standards, and LOINC laboratory databases. It can synthesise information, identify patterns, and explain medical terminology — but it cannot examine you physically, access your full medical history, or replace clinical judgment. We clearly label every AI-generated response.

Your data is private by design

Your health data is encrypted end-to-end using AES-256. We do not sell, share, or monetise your personal health information. Your data is used solely to provide you with the service you requested. You can request full deletion of your data at any time by contacting us.

Clinically grounded responses

Our AI is instructed to base responses on established medical guidelines from the WHO, CDC, ADA, AHA, and peer-reviewed clinical literature. We do not endorse unproven treatments, supplements, or alternative medicine that lacks evidence. All content is reviewed against current medical consensus.

Emergency situations — we escalate, not replace

Our AI symptom triage is designed to identify urgent warning signs and direct you to emergency care when appropriate. If the AI detects potentially life-threatening symptoms (chest pain, stroke signs, severe allergic reaction), it will immediately recommend calling emergency services — not attempt to manage the situation.

Human oversight in our development

Our AI systems are developed with healthcare professionals who review prompts, outputs, and edge cases. We maintain a medical advisory board that periodically reviews the clinical accuracy of our AI guidance. No major product change affecting clinical outputs is made without medical professional review.

What drkumar.ai AI can and cannot do

AI CAN:

  • Explain what a lab value means in plain language
  • Flag values outside standard reference ranges
  • Provide educational information about symptoms
  • Help you understand medical terminology
  • Suggest questions to ask your doctor
  • Track your biomarker trends over time
  • Identify potential urgency of symptoms

AI CANNOT:

  • Diagnose any medical condition
  • Prescribe or recommend specific medications
  • Replace a physical examination
  • Access your full medical history (unless you share it)
  • Provide legally binding medical advice
  • Guarantee the accuracy of all responses
  • Replace emergency services in a crisis

Frequently asked questions about our AI

What powers drkumar.ai's medical intelligence?

drkumar.ai is built on a retrieval-augmented knowledge engine grounded in authoritative medical sources — including over 550 peer-reviewed PubMed abstracts, ICD-10 clinical classification codes, and LOINC laboratory standards. Every response is cross-referenced against this evidence base to ensure clinically grounded, up-to-date information. We continuously expand and validate our knowledge base with the latest medical literature.

Can drkumar.ai diagnose medical conditions?

No. drkumar.ai cannot and does not provide medical diagnoses. Our AI can explain what symptoms or lab values may indicate, provide educational information about conditions, and help you formulate better questions for your doctor — but all clinical decisions must be made by a licensed healthcare provider.

How does drkumar.ai handle mental health queries?

We treat mental health with the same seriousness as physical health. Our AI is instructed to provide supportive, non-judgmental responses and always signpost to appropriate professional resources. If our AI detects indicators of crisis, it will provide crisis line information and encourage immediate professional support.

What happens to my health data?

Your data is stored in encrypted databases, is never shared with third parties for advertising or research without explicit consent, and is governed by our Privacy Policy. You retain full ownership of your health data. We comply with applicable data protection regulations including GDPR for EU users.

How accurate is the AI lab report analysis?

Our AI lab analysis is designed to correctly identify and explain standard biomarker values and flag abnormalities according to established reference ranges. However, reference ranges can vary by laboratory, population, and individual factors. Always verify flagged results with your ordering physician.

Questions about our AI?

We welcome questions, concerns, and feedback about how our AI works.

Contact our AI Safety team