Fi builds a consented, anonymized data product from its aggregate subscriber base, pooling activity, sleep, GPS movement, and behavioral pattern data across breed, age, geography, and lifestyle segment. This dataset is licensed to four buyer categories: pet food companies running ingredient efficacy studies; pharmaceutical companies developing canine therapeutics; academic veterinary research institutions; and municipal animal services agencies modeling dog population health trends.