My mom was diagnosed with breast cancer when I was eight years old. Over the next six years, through two diagnoses, I watched her navigate a healthcare system that was never built to support her.
What I remember most is how much work it was just to be sick. The same story told to every new specialist, the same exams repeated, referrals made and forgotten. And through all of the chemo, side-effects, and hard nights, the burden of coordinating my mom’s care always fell on our family.
She passed away when I was fourteen. What I couldn't shake was the feeling that so much of it didn't have to be that hard.
That was over fifteen years ago. Medical research has come a long way, but the science has advanced faster than the system built to deliver it. Now, the bottleneck is human capacity, and the structural problems that prevent patients from getting care are worse than ever.
100 million Americans don't have access to a primary care provider. The average wait time to see a physician is 31 days. By 2030, the world will face a shortage of 11 million health workers.
I grew up around clinicians and am surrounded by them still, and I've watched them face this impossible reality firsthand: burnout, waitlists that stretch for months, and patient rosters that outpace even the most dedicated physicians.
AI in healthcare fundamentally changes the equation. But for AI to solve the clinical capacity crisis, we knew two things had to be true:
1. AI that actually delivers care.
Most healthcare AI today focuses on relieving administrative burden and helping clinicians work faster, but it can’t fill in when there aren't enough clinicians to go around.
That's a fundamentally different problem that no amount of scheduling and note-taking automation can solve, and it requires intelligent AI agents that can actually handle high-value clinical workflows like intake and triage, chronic care management, and 24/7 virtual care. Our clinical agents help healthcare organizations deliver care at a scale their human teams could never reach alone.
2. AI that is safe enough to earn that responsibility.
If AI is going to operate in this space, it has to be held to the same standard as the clinicians it works alongside.
To achieve this, we train our agents like doctors.
Before any Amigo agent interacts with a real patient, it goes through what we call the Digital Residency: millions of simulated patient scenarios, modeled on the actual population of each healthcare organization it will serve. Those simulations are deliberately adversarial: edge cases, ambiguous presentations, distressed patients. Agents continue to learn and improve across dimensions like clinical accuracy, empathy, and harm prevention until they reach a 100% safety pass rate. Every agent shares a unified patient context in real time, escalates automatically, and hands off cleanly across the full arc of a patient's care journey.
In the last six months alone, Amigo agents have completed over 3 million patient encounters around the world with zero safety incidents. The Digital Residency is what makes that possible. It's how we earn the trust of every organization we work with, and it's the foundation everything else at Amigo is built on.
Today, I’m incredibly proud that Amigo powers clinical AI for leading healthcare organizations around the world, including Eucalyptus, Diverge Health, and The Care Clinic. Our agents operate in over 100 languages with native integrations into all major EHRs.
To support our next chapter, we've raised $17M in total funding, including an $11M Series A led by Madrona with participation from Optum Ventures, and a seed round co-led by General Catalyst and GSV Ventures.
Our mission is to make high-quality healthcare available to everyone in the world, and we believe safe and reliable clinical agents are the only way to make this possible. Our commitment to every organization we partner with is to be the single platform your care team grows on, where every agent you’ll ever need is trained, deployed, and working together in one place.
The system my mom navigated was broken. We have a real chance to build something better together. If you're a healthcare organization thinking about how AI can help your care team reach more patients safely, I'd love to talk.
Reach me directly at ali@amigo.ai.