First study to report karanja oil as the sustainable feedstock for cavitationally assisted esterification. Comparison of intensification of esterification using ultrasound and hydrodynamic cavitation. Detailed investigation into effect of operating parameters. Ultrasonic reactor gives higher degree of acid value reduction as compared to all other approaches. Demonstrated effectiveness for the heterogeneous catalysts.