A lack of understanding of ecosystem-related projects and scarcity of natural capital reimbursement mechanisms leads to passive involvement and hesitation from the private sector when investing in nature. This study conducts a systematic literature review, furnishes a database of the relevant barriers and drivers for the private investment in Nature-Based Solutions, and using Bayesian Belief Networks builds a probabilistic graphical model of a real case.