Every managed-security vendor now has an AI story. Most of them are selling the same dashboard with a new label. After 25 years inside this market, here is where the real operational gains are — and where the hype is.
What AI actually fixes: alert triage at volume, correlation across noisy sources, and the first draft of an incident summary. These are genuine, measurable wins that give analysts their attention back.
What it does not fix: judgment under ambiguity, the customer relationship, and accountability when something goes wrong. Those stay human, and pretending otherwise is how you lose trust.
The next-generation services model is not 'AI replaces the SOC.' It is analysts spending their scarcest resource — attention — on the decisions that need a person. That is a better business and a better outcome.
Last updated Aug 28, 2025