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Root cause analysis tooling — Clarity Today

Topic

Root cause analysis tooling

AIOps-style products that cluster alerts, map topology and claim to identify the causing event behind a failure.

Current clusters

product1 distinct publisher

Alert correlation is not diagnosis, and your postmortems are the ceiling on the difference

A devops.com piece sets three tests for AI incident tools: causal reasoning, current dependency data, and a willingness to say it is not sure. The training corpus is your own postmortems.

Publishers:devops.com

Reality

Evidence26
Adoption: Insufficient
Hype gap+12
Incentives32

Confidence38