Agents in Healthcare: Where Automation Meets Clinical Reality

​Healthcare is about to cross a new threshold.

​For the first time, autonomous agents aren’t just a lab experiment — they’re touching real clinical workflows.
But most conversations about agents happen in two separate worlds:

​Clinicians talk about burnout, referrals, inbox overload, safety.
Engineers talk about orchestration, guardrails, and reliability metrics.

​Both are right — and both are missing the other half of the picture.

​This event brings the two worlds into the same room.

Iqra Aftab, MD (Rheumatologist + VP of Docs in Tech) will break down what agents actually need to do to be clinically useful — not just technically impressive.
• Why most “agent demos” fall apart in the real clinic
• The hidden choke points in referrals, notes, triage, and population management
• The difference between automation that helps and automation that harms
• What frontline clinicians are really begging builders to understand

​Zain Qayyum(CEO, Medsender) will take you behind the curtain of a company already deploying agentic systems into real practices.
He’ll walk through:
• How Medsender is automating referrals end-to-end
• What their agents handle today — and what they absolutely won’t do yet
• How they design oversight, fallback paths, and clinical safety into every step
• The technical + operational bottlenecks they had to overcome to ship this into production


This won’t be a hype panel.
This won’t be a generic AI talk.

​This is the room where clinicians and builders get brutally honest about what’s working, what’s not, and what’s coming next.

​If you care about the future of healthcare, this is where you need to be.