At a previous tech support position, I collaborated with a data scientist to create a predictive alert system based on system notification data. It would monito

At a previous tech support position, I collaborated with a data scientist to create a predictive alert system based on system notification data. It would monitor the quantity of noise from each interface on the network and alert on anomalies in Slack. The only issue was that it didn't work - we saw only false positive noise, and it sat quiet during actual incidents. It would be interesting to see another team's attempts, and what different design choices they make.