YEs, definitely, if she also wants the same, you can both hire the same lawyer for paper work and apply for divorce by mutual consent. There will be a mandatory 1 year separation required for this appeal to process. And thereafter there will be a “cooling off period” of 6 months before you get a final divorce decree. By all means this is the most sane way of getting divorced if the relationship is not meant to be.
Wishing you both all the best and hope you make sane decisions …..