The AI Tool Patients Actually Needed

Healthcare has spent the last two decades investing heavily in tools for clinicians, systems, payers, and administrators.

But what about the patient?

That question sits at the center of this episode of Leadership Rounds, where Dr. Reena Pande speaks with Amit Parikh, MD, and Arpan Parikh, MD, MBA: brothers, psychiatrists, former chief medical officers, and co-founders of Kin Health.

Their company is built around a simple but powerful premise: patients deserve a better way to remember, understand, organize, and act on what happens in the exam room. Kin’s own language describes the company as “built by physicians for patients,” designed to help people understand their care and follow through after every visit.

It sounds obvious. And yet, as Amit and Arpan explain, this may be one of the most overlooked problems in healthcare.

The Most Important Conversation in Care Often Disappears

Every year, patients sit through medical appointments filled with instructions, medication changes, warnings about risks, test results, next steps, and follow-up plans.

Then they walk out.

Maybe they took notes.
Maybe a caregiver or loved one was there.
Maybe they remember the key details?
Maybe they don’t.

For Amit and Arpan, the stakes of this gap became painfully clear through a family experience. When a loved one was diagnosed with breast cancer, their family (despite boasting 13 physicians in the immediate family alone) still struggled to coordinate information, remember details, and support a complicated care journey.

Their conclusion was blunt: if a highly resourced, medically literate family barely managed it, the average patient is at a severe disadvantage, and at no fault of their own.

As Arpan puts it in the conversation, the average American is often “screwed before the game starts” when trying to navigate a serious chronic or complex medical condition.

That insight became the seed for Kin.

AI Is the Engine, Not the Experience

Critically, this episode arrives at a moment when nearly every healthcare company is talking about AI. But what makes Amit and Arpan’s perspective interesting is that they are not leading with AI as the focal point.

Not at all. They lead with the patient problem.

Kin is using AI to power a better consumer experience: recording medical visits, producing plain-language summaries, and helping people share information with loved ones or caregivers. Public reporting describes Kin as a free app that records medical appointments and converts physician-patient conversations into plain-language summaries patients can review, act on, and share.

But in Amit and Arpan’s framing, the goal is not for patients to feel like they are using sophisticated AI. The goal is for the tool to feel simple.

It should feel like a “magic co-pilot,” as Arpan describes it, that lives in your pocket and helps you navigate care without requiring you to understand the technology behind it.

That distinction matters.

Too often, healthcare innovation starts with a technology and searches for a use case. Amit and Arpan are doing the reverse: starting with a universal patient friction point and asking how AI can make that moment easier.

Founder Market Fit in Healthcare

One of the strongest ideas in the episode is Arpan’s framing of “founder-market fit.”

Product-market fit is a familiar (and important) concept in startups. But in healthcare, Arpan argues, founder-market fit may matter just as much.

Why?

Because healthcare is full of problems that look different from the outside than they feel from the inside.

Clinicians have sat in thousands of exam rooms. They have watched patients nod politely, leave confused, miss steps, forget medication changes, or struggle to explain a diagnosis to a family member. They know that the problem is not always simply “non-adherence.” Sometimes it is memory. Sometimes it is overwhelm. Sometimes it is the impossible expectation that a patient will absorb a life-changing amount of information in a short, stressful visit.

And while that proximity to the problem does not automatically make someone a great founder, it does create a kind of pattern recognition that is hard to fake.

In Amit and Arpan’s case, it shaped how they think about product. The target user is not the healthcare power user. It is the person who may not know what “diabetes” even means, who still calls it “the sugar,” who sees a physician in a small office, gets labs around the corner, and has never heard of ChatGPT.

If AI is going to matter in healthcare, it has to matter for that person, too.

Why Clinician Product Leaders Matter

Amit, who has led clinical strategy and product work across behavioral health companies, notes that the relationship between product and clinical teams has historically been too antagonistic. Product teams build. Clinicians say no. Rinse, repeat. Both sides get frustrated.

But the most effective healthcare products require a different model: clinicians and product leaders working together from the beginning.

Clinicians understand how healthcare actually functions. They know how patients behave outside the visit, not just inside the workflow. They know that another handout, infographic, dashboard, or portal message often adds to the confusion rather than solving the problem. That lived knowledge matters when building AI-enabled tools.

It is also why the rise of clinician product leaders feels so important. Digital health companies don’t need more clever AI-powered features that no one actually puts into motion. They need people who can translate clinical reality into usable products.

Built Alongside the System, Not Against It

Amit and Arpan are also careful not to position Kin as a replacement for traditional healthcare.

They are not trying to disrupt the physician-patient relationship. They are trying to preserve what is valuable inside it and help patients carry that value forward, which is an important distinction.

Many healthcare startups frame themselves in opposition to the traditional system. Kin is being built to sit alongside it. Their app does not require a health system transformation project or a payer integration to be useful. Patients can use it wherever they receive care. And that matters because, as Amit points out, when people get seriously ill, they usually still end up in the traditional healthcare system: oncology clinics, academic medical centers, local specialists, imaging centers, labs, and primary care offices.

The question is not whether that system will disappear.

The question is whether patients will finally have tools to navigate it.

A More Human Use of AI

The most compelling part of this conversation is that it reframes healthcare AI as something deeply practical. Not a replacement for clinicians. Not another administrative layer. Definitely not just a shiny demo.

It’s a way to help patients understand their own care, empower caregivers to stay aligned, and to turn the most important conversations in healthcare into something patients can return to, share, and act on.

That doesn’t sound as futuristic as other conversations surrounding the implementation of AI in healthcare. But it may be exactly what we’re actually missing.

Listen to the Full Episode

In this episode of Leadership Rounds, Dr. Reena Pande speaks with Amit Parikh, MD and Arpan Parikh, MD, MBA about clinician entrepreneurship, patient-facing AI, behavioral health leadership, founder-market fit, and why the next wave of healthcare innovation must put patients and caregivers at the center.

Catch the Episode

Listen on Spotify or Apple Podcasts

Related listening: If you’re interested in clinician operators shaping care delivery from the inside out, explore more episodes on Oxeon’s Leadership Rounds podcast here.

About Our Guests

Amit Parikh, MD is a psychiatrist, healthcare executive, and co-founder of Kin Health, a patient-facing healthcare technology company built to help people remember, understand, and act on what happens in medical visits. 

Amit is double board-certified in adult psychiatry and child and adolescent psychiatry. Prior to founding Kin, he served as Chief Medical Officer at Brave Health, where he focused on expanding access to mental healthcare for underserved populations, particularly Medicaid-covered patients. Before Brave, he was Chief Medical Officer at Bend Health, where he led clinical strategy and the scaling of pediatric digital behavioral health services, including care team infrastructure and collaborative care model implementation.

Earlier in his career, Amit worked as a staff child and adolescent psychiatrist at Ventura County Medical Center, a sports psychiatrist at Mental Fitness Clinic, and associate psychiatric medical director at HealthRIGHT 360. He earned his MD from Northeast Ohio Medical University, completed his psychiatry residency at The Ohio State University, and completed child and adolescent psychiatry fellowship training at Nationwide Children’s Hospital and The Ohio State University, where he served as chief resident and chief fellow.

Arpan Parikh, MD, MBA, FAPA is a double board-certified psychiatrist, healthcare operator, and co-founder and CEO of Kin Health.

Before founding Kin, Arpan served as Chief Medical Officer of SOL Mental Health, a multisite outpatient mental health platform. He previously co-led the build and launch of Ro’s direct-to-consumer depression and anxiety treatment platform and served as National Head of Behavioral Health at CareMore, where he helped build behavioral health care models for Medicare, Medicaid, and dual-eligible populations in full-risk care models.

Arpan specializes in general psychiatry and addiction medicine and has cared for patients across inpatient, outpatient, emergency, substance use treatment, digital health, and value-based care settings. He holds an MBA from The Wharton School and completed medical training at The Ohio State University and psychiatry residency at Mount Sinai.

Our Services