Challenged with "noise" in the NOC?
- First-generation AIOps systems use a rigid rules-based strategy that doesn't work well with dynamic IT environments and unique individual environments.
- Using rules, scripts, recipes, and other embedded rules to interpret monitoring noise was a trap that limited the ability of AIOps innovators to solve problems effectively.
- AIOps 1.0 systems struggle to interpret monitoring noise because the IT environment was too dynamic and every individual environment was very different from every other.
- AIOps 1.0 systems only focus on a single use case, limiting their ability to cover multiple use cases across the entire ITOps domain.
- AIOps 1.0 systems can't self-learn and self-update, which made it difficult to keep up with the constantly changing IT landscape.