Using liquibase with another dependency package in spring boot

I have a spring boot application that has flowable as one of its dependencies which uses liquibase for db evolution. Now I wish to introduce liquibase to evolve my application DB as well. But when I add the liquibase dependency and change log to my application it does not have any effect; it does not create any new tables or adds data. After a bit of struggle if found out that when I remove the flowable dependency the change logs are applied. I would like to use liquibase to evolve my DB as well as keep the flowable functionality within my application.
Any help in this matter will be highly appreciated.