Documented cause
HealthIQ launched in 2013 with a compelling actuarial insight: people who exercise regularly, eat healthily, and maintain active lifestyles genuinely have lower mortality risk than demographic averages suggest. Traditional life insurance uses blunt proxies — age, BMI, cholesterol, smoking status — without rewarding lifestyle behaviors that reduce long-term health risk. HealthIQ offered life insurance with discounts of 4–41% for people who could demonstrate their health knowledge and activity levels through a health literacy quiz and fitness metrics.
The company raised $108 million and grew to hundreds of thousands of customers, offering life insurance through partnerships with established carriers. The model worked during periods when health-conscious behaviors were strong predictors of mortality divergence from average populations.
Then COVID-19 arrived in March 2020. The pandemic was catastrophically disrupting in multiple simultaneous ways. First, mortality risk from COVID-19 was not correlated with physical fitness — young, healthy runners died while sedentary older people survived. The health-based actuarial advantage that HealthIQ priced on was suddenly uncertain. Second, in-person health screenings required for underwriting became impossible under lockdowns. Third, consumer attention shifted away from life insurance planning as economic uncertainty dominated. HealthIQ attempted to adapt its model to remote verification and adjusted its underwriting assumptions, but the combination of business disruption and uncertainty about whether its core actuarial thesis remained valid in a pandemic world proved insurmountable. By 2021, the company announced it was winding down operations. CEO Munjal Shah subsequently co-founded Hippocratic AI, an AI system for healthcare.