IT4IT use case: predict impact of change

team,
i am curious to find out if anyone has experience (using Vertica?) with predictive analytics on application changes/additions; e.g. what impact on existing systems and applications can we predict from bringing a new application (or changes to an existing system) into production status?
TIA! regs, Peter.