Now that AWS MSP Partner Program validation includes criteria that monitoring products should use machine learning and do anomaly detection and root cause diagnosis etc - Pete's been pestered by folks for more detail on those specific features so wrote a blog https://www.eginnovations.com/blog/aiops-artificial-intelligence-it-operations/ It's a really good overview of things that map to the cloud vendor partner programs.