Hello Community: AI-Machine Learning Root Cause Analytics

I am looking for a way to injest APPDYNAMICS data. Would it be helpful to apply Machine Learning analytics across APPDYANMICS (Application) and VMware (Storage, Network, Compute) to look for patterns of behavior to provide Root Cause Analysis with recommendations to solve complex issues?  This would bridge the gap between Infrastructure and Application teams.