TL;DR: Breaches are still missed when logs, endpoint telemetry and network traffic are not correlated fast enough, with Stellar Cyber cited in the article's finding. SOC investigations slow when identity, execution and network evidence remain separated, so analysts spend time rebuilding context instead of validating an attack sequence.
Editorial analysis by NHI Mgmt Group, based on content published by Stellar Cyber: “The AI Advantage in SecOps Starts With What You Can See”.
Key questions
Q: Why do breaches still happen when organisations already have SIEM, EDR and NDR?
A: Because tool coverage is not the same as governed visibility.
Q: What breaks when telemetry data lacks enough context for investigation?
A: Investigation slows down and model outputs become harder to trust.
Q: How should SOC teams connect identity signals with network detections in practice?
A: SOC teams should correlate authentication events, privilege changes and east-west traffic into a single investigation path.
Practitioner guidance
- Unify identity, endpoint and network correlation rules Build detection logic that links authentication events, IAM changes, endpoint execution and outbound traffic into one case model so investigators can see the full attack sequence.
- Prioritise endpoint telemetry for execution proof Require endpoint evidence for suspicious privilege changes, unusual scripting and persistence behaviour so analysts can distinguish reported actions from executed actions.
- Use network telemetry as the containment validator Confirm lateral movement and exfiltration with traffic analysis, especially where endpoints are absent, legacy or insufficiently instrumented.
Bottom line: The article’s core point is that SOC visibility fails when identity, execution and network evidence are not correlated as one control plane.
Glossary terms: Telemetry correlation, Endpoint Telemetry, Network Traffic Analytics, Agentic triage
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Visibility is the control gap, not the lack of tools. The article correctly frames most breaches as failures of correlation rather than simple shortages of telemetry. Logs, endpoint telemetry and network traffic each expose a different layer of attack behaviour, but teams still fail when those layers are not governed as one investigative fabric. That makes visibility architecture a security control decision, not a tooling preference.
A few things that frame the scale:
- 67% of organisations still rely heavily on static credentials despite the risks they pose to agentic AI deployments, according to the 2026 Infrastructure Identity Survey.
- 69% of security leaders agree identity management must fundamentally shift to address agentic AI systems, according to the 2026 Infrastructure Identity Survey.
A question worth separating out:
Q: How do organisations know if AI triage is actually working?
A: Measure whether the AI improves high-fidelity detection, shortens time to verified response, and preserves reviewer trust in its decisions. A system that merely closes more alerts is not enough. The right signal is whether the SOC can validate its conclusions quickly and use them in real investigations without rework.
👉 Read our full editorial: Logs, endpoints and network data define modern SOC visibility