This study examines the transformative role of Quantum Artificial Intelligence (Quantum AI) in advancing computational intelligence through quantum-enhanced machine learning frameworks. Using a quantitative, descriptive, and analytical research design, primary data were collected from 400 respondents across academic, research, and industry domains via a structured questionnaire. The analysis applied mean, percentile, and rank-based techniques to evaluate key constructs, including transformationa