The Preemie Analytics platform is an advanced tool designed to improve health risk prediction and optimize fortification guidelines for preterm infants. Built on a blockchain-based federated learning framework, it allows Neonatal Units to collaboratively train AI models without sharing raw patient data, ensuring compliance with GDPR, HIPAA, and other regulatory standards. The platform integrates past feeding data and offers AI-driven predictive models to assess disease risks, enabling highly personalized milk fortification. Currently under development, the Preemie Analytics platform is expected to be commercially available by 2027, promising a transformative approach to neonatal care.