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Firefly Neuroscience Inc is an artificial intelligence company advancing precision neuroscience, applying AI and large-scale electrophysiological data to give clinicians a more complete, objective picture of how an individual patient's brain is functioning. The firm is developing neuroscientific solutions that improve outcomes for patients with mental illnesses and cognitive disorders. It is focused on the commercialization of its Brain Network Analytics (BNA) software platform (the "BNA Platform")and the discovery and clinical development of biomarkers that support outcomes for people suffering from mental illnesses and cognitive disorders. The company has one reportable segment: the BNA platform. The Company derives revenue from North America.

Johnson & Johnson is the world's largest and most diverse healthcare firm. It has two divisions: innovative medicine and medtech. These now represent all of the company's sales following the divestment of the consumer business, Kenvue, in 2023. After restructurings in 2023-24, the drug division focuses on three main therapeutic areas: immunology, oncology, and neurology. Geographically, just over half of total revenue is generated in the United States.