He helped write the rules for how America pays for care. Then he went and knocked on the door himself.
Start with the math, because Rahul Rajkumar always does. There are roughly 10 million Americans who qualify for both Medicare and Medicaid - the dual-eligibles. They are older, sicker, poorer, and more or less invisible to a system built around the 15-minute office visit. Most companies look at that population and see a reimbursement nightmare. Rajkumar looked at it and saw the one place where compassion and economics finally agree.
That is the bet behind Accompany Health, the company he founded and runs out of Bethesda, Maryland. It sends integrated teams - nurse practitioners, physicians, psychiatrists, social workers, community health workers, pharmacists - into people's homes and onto their phones. Primary care, behavioral health, and social care, braided together, delivered to the people the rest of the industry quietly routes around.
In January 2024 the company stepped out of stealth with $56 million in Series A funding, led by Venrock, ARCH Venture Partners, and IVP. It was not a typical launch. Rajkumar had spent the prior fifteen years inside the machinery of American healthcare - the payers, the policy shop, the consultancies - and he came out the other side with an unusually concrete idea of where the system leaks.
He knows where it leaks because he watched it happen to his own father.
Rajkumar lost his father about three years before Accompany Health launched. He has called it, plainly, the most important learning experience he has ever had in the healthcare system. The lesson was not about a single missed diagnosis or a billing error. It was about the empty stretches - what he describes as the interstitial spaces between office visits and hospital stays, where a person with complex needs is simply left alone with their illness.
The system pays handsomely for the visit and the admission. It pays almost nothing for the long quiet days in between, which is exactly where the trouble compounds. Accompany Health is, in a sense, a company built entirely to live in that gap.
It was the most important learning experience in the healthcare system I've ever had.- Rahul Rajkumar, on his father's illness
Ask Rajkumar why most high-touch care models collapse and he will give you a short, almost engineering-flavored answer: people, technology, and finance all have to work together, or none of it holds.
Accompany Health cites an acceptance rate around 1% for clinical hires. The profile he wants is specific: do-whatever-it-takes providers who treat a member like family, not a chart number.
Technology is there to make a human provider faster and sharper - not to stand in for judgment. The home visit is the product; the software just clears its path.
Straight Medicaid, young adults, and kids tend to break the model on low rates and churn. Dual-eligible seniors on D-SNP plans are stable enough that the care can actually pay for itself.
Treat our members as if they were members of our own family.- The guiding principle at Accompany Health
Few founders arrive this well-prepared. Rajkumar spent more than a decade learning how the money moves before he tried to redirect it.
He kept going back to New Haven until he had collected the medicine, the law, and the history to back all of it up.
He was born in New York City to parents who had emigrated from India and become naturalized citizens - the through-line that earned him a Soros Fellowship and shaped a career spent on people the system treats as edge cases. Before medical school, he interned at the South Asia Human Rights Documentation Centre in New Delhi and co-authored a book on the living conditions and legal status of Afghan refugees in India.
Notice the pattern early: South Asian Society president, varsity debater, refugee researcher. Long before he was modeling D-SNP reimbursement, he was already drawn to the people standing just outside the frame. The interstitial spaces, again.
He is, by his own description, a deeply introverted person - an odd trait for a CEO who has to raise money and rally clinicians. His workaround is a reframe. He does not sell; he tells the story. And the running shoes do the rest: a long run is his main form of stress relief, the release valve on a job he admits has been genuinely hard.
I'm a deeply introverted person.
Don't be afraid to do what you care about.
Treat our members as if they were members of our own family.
It was the most important learning experience in the healthcare system I've ever had.
The aspiration is not a moonshot in the Silicon Valley sense. It is something harder: a sustainable, dignified care model for the people the system finds inconvenient to serve. If Accompany Health works, it answers a question the whole industry has been ducking for decades - whether high-touch, in-home, team-based care for low-income patients with complex needs can be both deeply humane and economically durable.
Rajkumar thinks the answer is yes, and that the political will is more bipartisan than people assume. He spent fifteen years moving the country toward value-based care from the inside. Accompany Health is the version where he finally gets to show his work.