To save manpower and improve disease prevention, a digital service system was proposed for monitoring the internal information of poultry houses and implementing automated monitoring of chicken health using machine learning. Operators can access services such as environmental prediction notifications, feeding management alerts, industry information, and online consultations through a mobile app and chatbot. The environmental prediction provides a maximum error of ±2°C and an ...