AI Threat Detection and SOC Integration
Agents act faster than a SOC can review them, and AI compromise looks different from human compromise, which is why detection built for people may miss it.
Fortytwo helps you design and enable threat detection, visibility, and SOC escalation for AI workloads, agents, and unsanctioned GenAI usage.
The Challenge
A part of the problem is volume.
Agents generate more activity than a traditional queue is built to handle, and non-human identities are increasingly turning into an attack surface, with many identities often going unmonitored.
Credential misuse, prompt-injection indicators, and malicious automation can hide in the noise, and detection built for human accounts may not catch them.
The Solution
AI threats, surfaced to your SOC.
Fortytwo helps you:
What We Deliver
Key Outcomes:
AI-related threats are detected and surfaced to the SOC, while shadow AI usage becomes more visible and is also risk-scored. Security teams receive actionable incidents, and the organization’s AI security posture is integrated into existing SOC operations.
AI Threat Detection Design
Threat detection and monitoring design for AI-relevant resources: Foundry, identities, and APIs where applicable.
Shadow AI Discovery Model
Discovery and risk-scoring of unsanctioned GenAI usage, surfaced as governance signals.
SIEM Signal and Incident Taxonomy
AI incident taxonomy and severity thresholds, with baseline SIEM ingestion for AI security signals.
Defender-to-Sentinel Correlation
A correlation model that turns AI-relevant detections into SOC incidents the team can act on.
How It Works
We start with a current-state discovery, assessing your environment, identifying gaps, and defining next steps for governance, identity, and architecture.
Then Defender for AI resources is enabled where supported, the threat scenarios and incident taxonomy are defined, and escalation into Sentinel is designed.
Your SOC owns response and we help define the boundaries and the correlation model.
Related Services
FAQ
An inventory of your AI workloads and environments, and your SOC team engaged for incident taxonomy review and sign-off.
Custom detections, hunting queries, and SOAR automation are not included, and neither is incident response execution or remediation. This engagement designs and enables detection; your SOC runs it.
No. We integrate AI security into the SOC you already run, so AI incidents arrive in the same place as everything else.
This service focuses on surfacing threats. Audit & Monitoring focuses on retaining the evidence needed for investigation and compliance. Many of our clients need both.
Talk to Us
Get in touch if you want to discuss your challenges or questions.
Make AI activity visible to the people who already do this work.
Harri Jaakkonen
Principal Security Engineer
oi.owtytrofobfsctd-1dc160@nenokkaaj.irrah
Make AI activity visible to the people who already do this work.
