How Mental Health Companies Can Scale with Care & Consideration

Mental health care is more accessible than ever, and as access has expanded, specialization has followed. We’re seeing the rise of chronic pain coaching, addiction recovery platforms, senior-focused therapy, and other highly targeted services. This evolution is exciting. But it also raises a hard question for care companies: how do you scale while still making care feel personal, human, and high-touch—without endlessly adding ops headcount?

I’ve seen this tension up close. At Oscar, I worked on the back-end payments team, partnering closely with front-end product and operations teams. When a payment failed, we didn’t treat it as a technical issue alone, we designed interpretable error codes and clear messaging with the member’s emotional state in mind. From a member’s perspective, there are few things more stressful than a premium payment declining, a plan going delinquent, and the fear of losing access to care. Our goal was to reduce that anxiety by making errors understandable, actionable, and easy to resolve, while also giving Ops clear, directionable guidance they could use to support members effectively.

As care companies scale, this kind of thinking becomes even more important. Self-service is no longer optional. That’s why AI chatbots sit on the front lines of patient support, why intake flows are increasingly automated, and why language models are being asked to handle sensitive moments that used to require a human. The risk, of course, is that efficiency comes at the expense of empathy.

In my view, the answer isn’t choosing between compassion and scale, it’s designing for both. AI systems need to be trained to be care-focused, compliant, and emotionally aware, while the product experience itself must enable true self-service. A clear, friendly UI and thoughtful language design can be just as powerful as a compassionate call-center agent. When done well, they reduce friction, prevent escalation, and help people feel supported before they ever need to ask for help.

Because when it comes to care, especially mental health, feeling like you matter isn’t a “nice to have.” It’s the product.