AI can help SOC analysts move faster, but only when it supports better judgement instead of adding noise. This guide breaks down the safest AI use cases for security operations, including alert triage, incident summaries, threat hunting, phishing analysis and response recommendations, while showing how to protect signal quality, auditability and analyst control.