Most SOC solutions send a brief summary and leave you to do the actual digging. UnderDefense Agentic AI SOC completely flipped that model by giving us the exact sequence of reasoning behind every alert. We can see which log sources were queried, what evidence was gathered, and how the conclusion was tested against our baseline before any escalation hits our desk. Having that transparent investigation trace—backed by a second automated check to prevent false assumptions—gives us total confidence in the results without LLM hallucinations or guesswork. Review collected by and hosted on G2.com.

This isn't really a flaw, but it is something you should be prepared for upfront: fine-tuning the alert routing rules across our internal channels took a bit of trial and error during the first week. We had to adjust our team notification thresholds early on so our on-call engineers were only pinged for actionable items. Review collected by and hosted on G2.com.