This innovative system autonomously detects airborne fungal pathogens in real time by capturing and analyzing airborne spores using advanced sensors and artificial intelligence algorithms, providing immediate and actionable alerts to prevent crop disease outbreaks. It addresses the critical need for early disease detection and crop protection by enabling growers, farmers, agricultural input providers, and government agencies to make informed decisions about pest management, reducing crop losses and promoting sustainable agricultural practices through precise, preventative, and timely intervention.