A new patient-led approach to building research infrastructure and evidence generation.

Over recent decades, patient and public involvement (PPI) has become a more established element of health research policy, although its implementation is often criticized for tokenism and for underrepresenting marginalized groups. In fields such as complex chronic illness (CCI), where formal research activity has historically been limited, conventional PPI frameworks have had little scope for meaningful application. Within this context, a new wave of patient-led initiatives has emerged that moves beyond participation in existing systems toward the creation of independent infrastructures for knowledge generation, extending the principle of "nothing about us, without us." This commentary examines Visible, a patient-founded health technology platform that combines daily energy-management tools with research infrastructure for CCIs. This infrastructure enables in-house data analyses and external collaborations, including app-based data studies, investigator-led research, and integration within clinical trials. We explore the advantages of this dual-purpose model, including greater inclusivity, sustained engagement, and richer longitudinal data. We also describe how embedding research functions within tools that patients find directly useful allows evidence generation and patient support to be mutually reinforcing.