This study investigated the application of artificial intelligence algorithms (AIA) in the coagulation treatment of paint wastewater anchored by novel Phaseolus vulgaris seed extract (PVSE). Untreated wastewater discharge harms the ecosystem. and therefore harmful industrial effluent. such as paint wastewater. https://www.houseofstarz.com/product-category/lawn-rollers/