A SOC operating model, not a triage layer.

The AI-SOC market is full of triage tools, prompt firewalls, vuln scanners, and MDR retainers. IronSOC is built as one operating model that unifies identity, AI, cloud, and exploit context — and engineers recovery before the incident.

The wedge

Four pillars, jointly engineered.

Each pillar exists in the market on its own. The wedge is that IronSOC operates them as one detection, response, and recovery surface — not as four products with four backlogs.

Pillar 01

Identity and AI as one surface.

Most platforms treat identity and AI as separate problems. The 2026 attack graph runs through both: tokens, OAuth grants, MCP scopes, agent tools, retrieved context. IronSOC unifies session, role, and tool-call telemetry into one timeline so an analyst can answer 'who, what, and how' from a single pane.

Joint identity-and-tool decision graph per case
OAuth grant, MCP server, and service-account state in the same query layer
Detections that fire on combined identity+agent behavior, not either alone

Pillar 02

Exploit-aware vulnerability ops, in the detection loop.

Vulnerability scanners produce queues. SOCs produce alerts. Most stacks treat these as separate workflows. IronSOC ranks remediation by what is exploited, exposed, reachable, and business-critical — and the same ranking drives detection priority and IR response.

CISA KEV + EPSS + asset reachability fused into one priority score
Patch backlog and detection backlog share the same risk model
Compensating controls applied automatically when patch windows slip

Pillar 03

Recovery engineered before the incident.

The SOC industry over-invests in detection and under-invests in clean recovery. IronSOC designs the containment and restoration path during onboarding, then rehearses it under pressure. When an incident lands, the recovery action is a known step, not a discovery exercise.

Per-customer recovery playbooks with named owners and validated paths
Immutable evidence pipeline so containment never destroys forensic state
Tabletop drills against the same playbooks the SOC will run live

Pillar 04

Defend the AI you use to defend.

Every SOC is becoming an AI consumer: triage agents, summarization, retrieval over case data. IronSOC instruments its own AI surface — prompts, retrieved context, tool calls, model versions — and ships that telemetry into the same detection layer it offers customers. The meta-layer is not a slide; it is wired in.

Model and prompt version pins exposed in evidence packs
Same OWASP LLM Top 10 + ATLAS coverage applied to internal SOC AI
Customer-visible audit trail of any AI action that touched their case

What partial answers look like

Each of these is real. None of them is the SOC.

We do not denigrate the AI-SOC field. The companies in it have shipped real software. We are clear about which problem each solves — and which problem is left on the customer’s desk when the integration is done.

Alert-triage-only AI

Closes tickets faster, but lives above a SIEM the SOC still has to keep healthy. The economics are real; the operating model is partial.

LLM firewall point tools

Block prompt injection at one boundary. They do not see identity, cloud, or exploited-vuln context, so the agent incident becomes a different team's problem.

Vuln scanners with risk scores

Produce queues that prioritize CVSS or KEV. They do not run the response. The handoff to the SOC is where dwell time accumulates.

MDR retainers

Provide humans on call. Valuable. But analyst leverage stops scaling when the operating layer is staff-led, not software-led.

What integration looks like

One operating model, three discipline gates.

The wedge only holds if the operating model is disciplined. IronSOC enforces three rules across every detection, response, and recovery action.

One operating model

Identity, cloud, AI, and exploit context share the same detection, response, and recovery surface. Not four products glued together.

Detection-as-code

Detections, playbooks, and AI policies are versioned, reviewed, and CI-deployed. Rollback is a revert.

Bounded automation

Every action declares its mode — autonomous, approval-gated, or blocked. Authority is explicit, auditable, and visible to customers.

What this means for you

Concrete buyer outcomes.

The wedge is not a slide. It changes how cases close, how backlogs shrink, and how audits read.

See the engagement model

If you have an AI program

You get one place where prompt injection, OAuth abuse, and identity drift are correlated — not three vendors with three opinions.

If you run a cloud-native estate

Detection, vuln ops, and recovery share the same asset graph, so privileged misconfigurations and exploited CVEs do not arrive as separate tickets.

If you have an SLA-backed SOC

AI handles evidence prep and recommendation; humans hold the approval gate on business-impacting actions. The leverage is real and the audit trail is intact.