The MilagroAI platform fully automates the current complex, manual, costly process of EMR data preparation and clinical data understanding (data abstraction) Health systems are using the MilagroAI platform to automate complex and costly repetitive tasks such as surveillance for Hospital acquired infection or coding and speedup dramatically the process of developing new AI based predictive algorithms with better results.