Thanks for replying. That's a good demo. However, I don't necessarily agree Cloudwatch is only for infra metrics. Theoretically, you could send any metrics to CW and leverage the anomaly detection feature. Given it aggregates data over time and you could lost granularities of your data, that's probably not a good idea for business centric data. Then I found AWS QuickSight (https://aws.amazon.com/quicksight/features-ml/?nc=sn&loc=2&d...) which seems to have a similar feature parity?