Matic’s AI-Native Ecosystem for Primary Care

What if AI could give physicians back hours of their day, help them deliver better care, and restore the joy that brought them into medicine in the first place?

That’s the question at the center of the latest episode of Pathways to Success Podcast, where host Julian Placino sits down with Calvin Carter, CEO of Matic, and Dr. Christopher Crow, MD, MBA, CEO of Catalyst Health Group. Together, they unpack why primary care is reaching a breaking point, how administrative burden is pushing physicians toward burnout and early retirement, and why they believe AI can fundamentally change the way doctors practice medicine.

Two Different Paths, One Shared Belief

Calvin Carter has spent his career as a technology entrepreneur, building products around a simple idea: find the friction, understand the people living with it, and use technology to build something better. That approach took him from an early fascination with technology all the way to founding Bottle Rocket, where his team built award-winning consumer apps for brands like Chick-fil-A, NPR, and Southwest Airlines. The episode traces that full arc, including the moment Calvin realized technology could genuinely change people’s lives, and what eventually convinced him, after exiting Bottle Rocket, that healthcare was the next place that belief needed to go.

Dr. Christopher Crow’s, MD, MBA path started on the opposite side of that equation. A family physician by training, he built his career around a growing belief that better care for patients meant more than treating one patient at a time, it meant fixing the system those patients depend on. That belief led him to acquire an executive MBA, building a better business model for independent primary care and eventually forming Catalyst Health Group. The episode explores  why he became a physician in the first place, and how that early motivation evolved into a purpose to help communities thrive through primary care.

Two very different starting points. One shared conclusion: the system has to work the way physicians actually work, not the other way around.

A System Under Pressure

Much of the conversation centers on just how much strain primary care is under. Carter and Dr. Crow discuss why physicians may spend nearly half their day on work that has nothing to do with directly caring for patients, and why decades of healthcare technology, meant to help, have often added friction instead of removing it. They talk candidly about how that administrative burden is driving burnout, pushing physicians toward early retirement, and making primary care a harder path for the next generation of doctors to choose. Dr. Crow also explains why independent primary care practices have become especially vulnerable from the increasing pressures on physicians to focus on administrative tasks on top of patient care. 

Where Matic Fits

That’s the backdrop for why Matic exists. Carter and Dr. Crow describe Matic as an AI-native clinical intelligence ecosystem, built around what the company calls the Three P’s, patients, practices, and physicians, designed to prepare physicians before they even walk into the exam room. In practice, that means giving physicians back time, an average of 90 minutes a day according to the episode, freeing them from mastering tens of thousands of insurance codes, and helping them manage their entire patient population instead of reacting one visit at a time.

What makes the conversation land differently than most AI discussions is the emphasis on how Matic was built. Carter and Dr. Crow return again and again to the idea that Matic was built with physicians as co-builders, not customers, and why that distinction changes what the technology actually looks like once it’s in a doctor’s hands. They also address physician skepticism directly: why doctors are right to be cautious about AI, what to look for before choosing a platform, and why combining a patchwork of AI tools isn’t the same as working inside one complete system.

Restoring the Joy

Perhaps the most striking part of the conversation is what physicians using Matic are reporting back. The episode touches on real cases of physicians who were considering retirement and decided to keep practicing instead, and doctors who say they never want to go back to practicing the old way. For Carter and Dr. Crow, that’s the real measure of success, not just efficiency, but restoring the joy of practicing medicine and giving physicians room again for the human connection that drew them to the profession in the first place.

That’s ultimately where the conversation lands: not just on where AI takes medicine next, but on how physicians and technology can shape that future together.

Watch the full episode of Pathways to Success Podcast