The Response Surface Methodology (RSM) was adopted to optimize the process parameters like Alcohol content, A.aceti cell concentration and time for the vinegar fermentation using Acetobactor aceti (MTCC 2623) using statistical software , Design Expert (version 8.0.7.1., StatEase, Inc., Minneapolis, USA). The statistical analyses and the closeness of the experimental results and model predictions highlight the reliability of the regression model