Remy

Remy built software to automate insurance verification calls for medical clinics, accepted into Y Combinator Summer 2023, but ultimately went inactive. Early signals appeared promising: clinic staff complained constantly about time spent on benefits calls, and initial conversations showed genuine frustration. Remy measured interest through pilot programs with practices, tracking hours saved and call volume reduced. Early traction included several clinics adopting the system and reporting workflow improvements. However, the critical warning sign emerged in conversion and retention metrics. While clinics acknowledged the problem was real, they hesitated at payment. The issue wasn't demand for solving the problem—it was demand for Remy's specific solution. Insurance verification touched sensitive revenue operations; practices worried about accuracy and liability. Remy conflated stated pain with willingness to pay and delegate critical functions to automation. They missed that behavioral signals (complaints) didn't translate to purchasing signals (contracts), a fundamental gap between problem validation and product-market fit that ultimately proved fatal.