This loan prediction tool provides clients with a quick, data-driven assessment of their eligibility before applying. Using demographic and financial inputs, the system applies predictive modelling to estimate approval likelihood. This streamlines applications, reduces ineligible submissions and offers lenders valuable insights into approval trends and demographic influences on loan outcomes.