Coffee Red Blister Disease (CRBD) caused by Cercospora coffeicola affects coffee berries and leaves, creating red blisters on berries and red/brown spots on leaves. Managing CRBD involves raising soil pH, fertilization, hygiene, shade trees, quality seedlings, and timely fungicide application. A coffee AI model aids in disease monitoring for early detection, enabling timely control measures, ultimately boosting coffee yield.