Medora is not built in a lab. It is developed, tested, and used daily inside a real allergy practice — with a research team that understands both AI and clinical workflow.
Medora is built in direct partnership with Allergy Affiliates — a multi-provider allergy practice with two locations in Bradenton, Florida.
AI trained on real allergy visits — not synthetic data or general medical records. Every model improvement is validated against real clinical outcomes.
Used for real patient care at Allergy Affiliates — not a pilot. Providers and nurses use Medora in every visit, every day.
Bradenton, Florida. Multi-provider practice with board-certified allergists, PAs, and nursing staff. Real multi-role workflows.
Medora's AI is not generic. It is built by a team that understands both machine learning and clinical allergy practice.
15 years at IBM leading AI and machine learning across healthcare, finance, and federal sectors. Currently pursuing a PhD in Artificial Intelligence at Capitol Technology University. MS in Computer Science from NJIT.
“I built Medora for two deeply personal reasons: to make my wife’s life better so she can provide exceptional care, and because I understand firsthand what allergy patients and their families experience every day.”
— Pankaj Sabharwal, CEO
Most AI healthcare tools are built by engineers who have never been inside a clinic. Medora is different.
Allergy visits are clinically dense. Immunotherapy protocols, cross-reactivity discussions, pertinent negatives — generic AI scribes miss these. Medora was built for this vocabulary from day one.
Every SOAP note is reviewed by the provider who generated it. Every correction improves the model. This is not a research project — it is a production system under continuous clinical supervision.
HIPAA compliant. BAA signed. AES-256 encryption. SOC 2 certified infrastructure. Built with the same rigor as enterprise healthcare systems.
Medora is not a multi-specialty tool with an allergy add-on. It is purpose-built for the allergy and immunology vertical. Every feature decision is made for this specialty.
Built inside a real allergy practice. Used daily. Improving continuously.