A essential early warning system is developing as a powerful mechanism for detecting students prone to becoming "Not in Education, Employment, or Training" NEETs. This innovative method assesses multiple indicators, such as academic performance, class participation, family circumstances, and engagement in extracurricular activities, to flag individ