In Conversation: Zain Qayyum
Founder & Co-CEO, Medsender - on using AI to automate referral intake and insurance verification so patients aren't stuck waiting weeks
In a sector where hype routinely outruns delivery, it is worth listening closely to Zain Qayyum, Founder & Co-CEO, Medsender. In a wide-ranging conversation conducted by Outcomes Rocket, Zain laid out a view of the industry that is both candid and immediately useful to the executives, clinicians, and builders who read HealthTech Cube.
The conversation
Using AI to automate referral intake and insurance verification so patients aren't stuck waiting weeks - and why fax remains stubbornly embedded in healthcare operations.
“No one should have to wait weeks to get care.”
- Zain Qayyum, in conversation with Outcomes Rocket
Conversation highlights
Using AI to automate referral intake and insurance verification so patients aren't stuck waiting weeks
And why fax remains stubbornly embedded in healthcare operations
The bigger picture
The AI adoption question runs through every executive conversation in 2026. The evidence base is finally arriving: the largest controlled study of ambient documentation, published in JAMA, found clinicians saved 16 minutes of documentation time per day - but only a third of users hit the usage threshold for maximum benefit (our coverage). Meanwhile Rock Health has stopped labeling AI as a differentiator at all, because every company claims it - which is exactly why operating discipline of the kind described here separates winners from demo-ware.
What makes the discussion valuable is its refusal to stay abstract: every point lands on a real workflow, budget, or patient. At Medsender, that thinking translates into daily decisions about where technology genuinely earns its place in care delivery, and where discipline matters more than novelty.
The HTC take
The through-line matches what our reporting keeps finding across the industry: adoption succeeds where governance, workflow, and evidence move together.