Introduction In the US, psyllids are commonly known and designated as ‘citrus greening infection’. Farmers who specialize in citrus production in Florida expect more than $7 billion in income in return for their investments (Ampatzidis et al., 2019). Scientists have had an interested to identify trees with the condition and eliminate them from fields. There have been several trees infected with Huanglongbing (HLB) found in California, with issues being how to manage or identify the condition with ease (Byrne et al., 2017). It is common for farmers to take immediate action after identifying a tree with the illness to ensure they reduce the probability of the infection from spreading to the other healthy plants in the surrounding (Ampatzidis et al., 2019). Artificial Intelligence (AI) has offered innovative solutions to capture and record information that facilitates and improves the research and development processes. For instance, SeeTree utilizes robots, sensors, and people to catch pictures and record information that AI can parse for data. The outcome is an itemized investigation of every individual tree on a plantation with a harvest yield examination and wellbeing profile. Sophisticated technology has developed across the world allowing industries to adopt cost-effective production methods that increase the profits realized at the end of each operating period. Industries globally have invested in research and development to come up with creative and innovative ways in which they can simplify the work done (Tang et al., 2021). Agriculturists have also found the methods to ensure crop production is at a high level; management of plant diseases is easy and resilient seeds that can survive different weather conditions in various parts of the world. Citrus farming is one of the most profitable activities globally with farmers producing raw materials to manufacture different products. Demand for citrus has increased over the years which motivates farmers to increase their yield every harvesting period. However, the dangerous psyllids have been a threat that discourages farmers from investing in the fruit due to the impact the disease has on the plant both in the short-term and in the long-term. Psyllids are highly infectious since it has a high probability of being infected with greening, which then transmits and spreads the disease to citrus plants. According to Ampatzidis et al. (2019), greening has spread to more than 40 nations across the globe, affirming that other countries are at risk due to the trade activities and open boundaries. For instance, in Florida County, the production rate decreased by more than 70% between 2000 and 2017 (Ampatzidis et al., 2019). Farmers were mainly discouraged and affected by the tremendous losses resulting from greening after psyllids penetrated the region in 2005. Background Asian-based citrus psyllids are some of the smallest trees that produce fruit, but they affect global production due to their risk of getting the greening disease. Psyllids have been detected using the ‘tap sample method’ when they strike branches and affect the entire plant as well as its probability to increase in size. Local farmers from Florida reported cases of psyllids in thei