Notifications
Clear all
Topic starter
08/07/2026 6:50 pm
TL;DR: Security teams often have accurate telemetry but still struggle to answer basic operational questions because evidence is scattered across endpoint, identity, cloud, and workflow systems, according to RAD Security. The real control gap is not detection quality but cross-system correlation, continuity, and ownership clarity.
NHIMG editorial — based on content published by RAD Security: News Integration Spotlight, How FusionAI Correlates Security Signal for Faster Response
By the numbers:
- Only 13% of organisations feel extremely prepared for the reality of agentic AI despite the majority racing toward autonomous adoption.
- 70% of organisations grant AI systems more access than they would give a human employee performing the exact same job.
Questions worth separating out
Q: How should security teams reduce manual correlation during incident response?
A: Security teams should standardise the entity context needed to answer common investigation questions, then connect telemetry sources so alerts can be joined automatically.
Q: Why does accurate telemetry still not produce faster response?
A: Accurate telemetry still fails when the team cannot connect events across identity, endpoint, cloud, and workflow systems.
Q: What do security teams get wrong about investigation automation?
A: Teams often assume automation solves the problem if the underlying tools are already integrated.
Practitioner guidance
- Define a shared identity and asset context model Map users, service accounts, workloads, and AI-driven actors to common entity identifiers so alerts can be joined across endpoint, cloud, identity, and workflow systems.
- Instrument correlation around the questions analysts actually ask Start with questions such as who accessed what, from where, and through which path, then design joins and enrichment fields to answer them without manual exports.
- Preserve evidence continuity across tool handoffs Require incident objects, timestamps, ownership, and access lineage to move with the case through each system so the investigation does not restart at every boundary.
What's in the full article
RAD Security's full blog covers the operational detail this post intentionally leaves for the source:
- How FusionAI correlates signals across integrated security systems for investigation workflows.
- How RADBot issues live API calls into connected systems while preserving context during response.
- Which operational questions the interface is designed to answer across workload behaviour, access paths, and exposure history.
- How the platform presents evidence so analysts can move from question to outcome without manual dashboard hopping.
👉 Read RAD Security's analysis of FusionAI signal correlation for security operations →
Security signal correlation: what IAM and SOC teams miss?
Explore further
08/07/2026 7:11 pm
Signal correlation is now a governance problem, not just a SOC workflow problem. When identity, endpoint, cloud, and workflow systems each behave correctly but the team still cannot reason across them, the failure sits above the control plane. This is the point where IAM, PAM, and NHI governance stop being separate disciplines and become one operational truth problem. Practitioners should treat cross-system correlation as part of identity governance scope.
A few things that frame the scale:
- 70% of organisations grant AI systems more access than they would give a human employee performing the exact same job, according to The 2026 Infrastructure Identity Survey.
- Only 44% of organisations have implemented any policies to manage their AI agents, despite 92% agreeing that governing AI agents is critical to enterprise security.
A question worth separating out:
Q: Who is accountable when cross-system investigation breaks down?
A: Accountability sits with the programme that owns operational visibility across the stack, not just the individual tool owners. Identity, cloud, endpoint, and workflow teams each control part of the evidence path, so governance has to define who can reconstruct an incident and who maintains the authoritative record.
👉 Read our full editorial: AI security signal correlation is the real operations bottleneck
