Haemophilia is associated with a high burden of illness. As disease severity worsens, people with haemophilia B (PwHB) experience greater loss of productivity, higher costs, 1 and reduced quality of life. 2 The hallmark of severe haemophilia is spontaneous bleeding into joints and muscles that may lead to long-term joint damage and pain. 3 The current standard of care for severe haemophilia B is prophylaxis with intravenous factor replacement therapy. 3 However, the treatment armamentarium for PwHB is expanding with investigational non-factor replacement therapies (anti-tissue factor pathway inhibitor, serpins, and small interfering RNA therapy targeting antithrombin) and advances in gene therapies. 3,4 Real-world data (RWD) can help elucidate the burden of illness among PwHB and inform care decisions. 1 However, sources such as insurance claims are confined to billing codes and often lack data on disease severity and/or bleeding events. 1 Electronic health records (EHRs) contain narrative text with outcomes and disease characterisation data, 5 but information captured may vary between organisations and records are not always accessible electronically. 6 PicnicHealth is a novel patient-centric RWD platform incorporating multiyear, cross-institutional patient medical records (electronic and non-electronic). The PicnicHealth platform retrieves medical records directly from providers regardless of provider system, digitises medical records and produces a real-world dataset of a patient's medical journey. Clinical information is gathered retrospectively from structured and narrative sections of the medical records, digital imaging and communications in medicine images, medical and pharmacy claims and patient-reported outcomes. 7 We describe the results of a retrospective cohort study using longitudinal medical record data from PicnicHealth to assess the real-world burden of illness among PwHB in the United States.