AI in the security operations centre: assist the analyst, never hide the evidence
AI can cut the time from alert to answer. It must never become a black box that decides on its own.
Every security team we meet has the same problem: too many alerts and too few people. AI is genuinely useful here — summarising an incident, grouping related alerts, suggesting the next query, drafting the report nobody has time to write.
But the security operations centre is the last place for a black box. An analyst has to be able to see why something was flagged, what evidence supports it and what action is being proposed — and to say no.
Three principles we hold to
- Show the evidence. Every AI suggestion points to the events, files and timelines behind it.
- A human approves actions that change systems. Isolating a machine or disabling an account is proposed, not done silently.
- Keep it inside the customer’s boundary when required. Organisations that cannot send data out must be able to run with no external AI service at all.
The goal is not an autonomous SOC. It is an analyst who gets to the right answer in minutes instead of hours.