Abstract This research presents a systematic review and approximation. from 2018 to 2023. of how Artificial Intelligence can support decision-making processes when business managers have to resolve between multiple alternatives for the development of new businesses using Agile Frameworks; and as well. will be addressed from the genesis concepts such as VUCA. https://wholelatteslovers.shop/product-category/water-filter/