A traditional SIEM is a collection, storage, and rule-based alerting layer — it tells you something happened. An AI SOC like mysoc.ai is the operations layer that decides what matters, investigates it, and communicates it, and it can run on top of your existing SIEM.
The terms get used interchangeably, but a SIEM and an AI SOC do different jobs. Understanding the split explains why teams keep their SIEM and still add an AI SOC.
What a traditional SIEM does well
SIEMs like Splunk, Microsoft Sentinel, and QRadar are excellent at ingesting, normalizing, and retaining security telemetry and satisfying audit requirements. Where they fall short is everything after the data lands: static correlation rules produce high alert volumes and false positives, and the SIEM cannot investigate or communicate on its own.
What an AI SOC adds
An AI SOC operates on the data. mysoc.ai baselines every entity, eliminates the events that are demonstrably normal, runs full triage and investigation on what remains, and produces reports and customer communication automatically.
You do not have to choose
Because an AI SOC consumes from the SIEM through standard integrations, you keep your retention and compliance layer and add the operations layer on top — no rip-and-replace.
Frequently asked questions
What is the difference between an AI SOC and a SIEM?
A SIEM collects, stores, and alerts on telemetry using static rules. An AI SOC operates on that data — triaging, investigating, and reporting — and can run on top of an existing SIEM.
Does an AI SOC replace a SIEM?
Not necessarily. mysoc.ai runs as a layer on top of your SIEM, which keeps handling collection and retention while the AI handles operations. You can downsize the SIEM later if you choose.
Why do SIEMs generate so many false positives?
Traditional SIEMs alert from static correlation rules rather than learned behavior, so they fire on anything matching a pattern. An AI SOC reduces this by eliminating events that match learned-normal baselines.
See mysoc.ai in action
One AI-run platform for your entire SOC—triage, investigation, customer communication, and reporting.