TL;DR: SOC teams are being flooded with hundreds or thousands of user-reported threats every day, making prioritisation the core scaling problem as leaders decide what to investigate, deprioritise, and automate without adding headcount, according to Abnormal AI's recorded Vision 2023 session. The control question is no longer volume alone but which work truly reduces risk fastest.
Editorial analysis by NHI Mgmt Group, based on content published by Abnormal AI: “A SOCcessful Team: How to Make Your Security Operations More Efficient”.
Key questions
Q: How should security teams prioritise high-volume SOC alerts without missing real incidents?
A: They should rank alerts by business impact, credibility, and likely exposure, then reserve analyst time for events that can materially change risk.
Q: Why does SOC scaling break down when teams add more tools instead of better prioritisation?
A: More tools increase intake unless the organisation has a clear decision model for what gets escalated, automated, or ignored.
Practitioner guidance
- Define explicit triage thresholds Set clear criteria for what enters immediate investigation, what is deferred, and what is handled through lower-touch workflows so analysts are not making ad hoc priority decisions.
- Map recurring work to automation Identify repetitive report handling, enrichment, and routing tasks that do not require human judgment and remove them from the analyst queue.
- Separate urgent from merely noisy signals Use business impact and confidence level to rank user-reported threats, suspicious sign-ins, and similar alerts before they reach the investigation stage.
Bottom line: The core problem is not just alert volume, but the lack of a defensible system for deciding what deserves immediate analyst attention.
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Prioritisation is now a SOC control plane, not an operational courtesy. When hundreds or thousands of user-reported threats arrive daily, the issue is no longer whether analysts are busy. The issue is whether the organisation has a defensible mechanism for deciding what gets immediate attention and what does not. That makes prioritisation a governance question about risk reduction, not just a staffing question. For practitioners, the SOC must be managed as a ranked decision system, not an undifferentiated inbox.
A few things that frame the scale:
- 96% of security operations teams report critical blind spots, most commonly in cloud infrastructure (74%) and identity and access behaviour (67%).
A question worth separating out:
Q: What should SOC leaders do when prioritisation rules are unclear?
A: They should formalise ownership for triage, define which signals always get deferred, and set escalation thresholds that reflect business impact. Unclear priority rules force every analyst to improvise, which makes response inconsistent and difficult to scale. Governance has to be explicit before efficiency gains are possible.
👉 Read our full editorial: Security operations prioritisation is the real SOC scaling problem