It is a system developed for integration with information systems. and the existing database in the cane and sugar industry With the introduction of Artificial Intelligence (AI) technology as the core of the development of intelligent warning analysis and guidance systems for the cane and sugar industry. and warning applications for improving sugarcane yield. Such systems and applications will help support the learning of big data (Big Data) to analyze, forecast and alert. by focusing on improving the yield of sugarcane (Yield).