Provided are mechanisms and processes for an infant caregiver system. The system includes a platform interface, platform storage, and a platform processor. The platform interface is configured to receive measurement data transmitted from an infant monitoring system. The infant monitoring system includes an infant monitoring device having a plurality of sensors that gather the measurement data corresponding to activity associated with a first infant. Platform storage is configured to store learning content and infant de-identified data. An infant profile is associated with the first infant and infant de-identified data is associated with a plurality of infants. The platform processor is configured to provide a platform portal. The platform portal serves as a user interface through which a caregiver associated with the first infant can access information from platform storage.