Case Study
Healthcare · AI

Infinx Healthcare

Led UX design for an AI-driven healthcare product — supporting Infinx's pivot from services company to product company in the prior authorization space.

Role
UX Lead
Timeline
Oct 2017 – May 2019
Outcome
Service company → Product company
UX LeadHealthcareAI / LLMProduct Pivot

The Challenge

Infinx was a healthcare services company looking to make a critical transition — from a manual, people-driven operation to a scalable, AI-powered product company. They needed to productize their prior authorization and revenue cycle expertise into software that hospitals and health systems could adopt.

My Role

As UX Lead, I drove user-centered design practices for the flagship software — including user research, prototyping, surveys, and full UX product specifications. I worked closely with stakeholders to define key product features and translate domain expertise into an intuitive interface.

The Approach

Healthcare software has notoriously poor UX. The users — billing specialists, prior auth teams, and revenue cycle managers — were drowning in manual processes and fragmented tools.

I conducted research with end users to map their workflows, identify pain points, and prioritize features. Then I designed an AI-assisted interface that automated routine decisions while keeping humans in the loop for exceptions — balancing efficiency with the trust that healthcare demands.

The Outcome

The product successfully launched, enabling Infinx to transition from a services-first to a product-first business model. The design established the foundation for the company's flagship AI platform, which continues to serve healthcare organizations today.

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