01
Identity-first zero trust
Treat every login, workload, token, and service account as part of the attack path.
MFA drift, privilege creep, session theft, impossible travel, stale access
SOC · AI-era · Active defense
AI-era security operations center
IronSOC
Real-time defense for the enterprise attack surface.
We unify identity, endpoint, cloud, SaaS, vulnerability, and LLM/agent telemetry into one operating surface — bounded automation, human-led containment, recovery designed before the incident.
Threat dwell target
< 5 min
Telemetry fabric
Identity · Cloud · LLM
Response posture
Human-led AI
attack-graph · live
ACTIVE
dwell
03:42
ai assist
74%
exfil
0
ironsoc · stream
00:00:04WARNraghidden_instruction detected in retrieved doc · quarantine queued
00:00:12HIGHagenttool_call out_of_scope · approval_gate engaged
00:00:21CRITedgekev_match cve-2026-19xx · isolating workload
00:00:33INFOgraphattack_path scored · blast_radius=contained
00:00:41INFOrecoveryclean_room snapshot verified · evidence sealed
analyst@ironsoc:~$
2026 operating model
The SOC has to defend the new attack graph.
Vulnerabilities now come from code, identity, cloud misconfiguration, AI agents, retrieval pipelines, and third-party tools. IronSOC turns those signals into one command layer.
02
LLM and agent defense
Monitor prompts, tool calls, retrieval context, model outputs, and agent permissions.
Prompt injection, excessive agency, tool poisoning, data leakage
03
Cloud control-plane detection
Watch IAM, Kubernetes, CI/CD, SaaS admin changes, and infrastructure-as-code mutations.
Suspicious roles, exposed secrets, public buckets, deployment abuse
04
Exploit-aware vulnerability operations
Prioritize what is exploited, exposed, reachable, and business-critical instead of raw CVSS.
CISA KEV, EPSS, asset context, internet exposure, compensating controls
05
Threat-led hunting
Map hunts to attacker behaviors, not vendor alerts, with MITRE ATT&CK and ATLAS coverage.
Ransomware staging, identity pivoting, living-off-the-land, AI abuse
06
Recovery-engineered response
Build containment and restoration paths before the incident, then rehearse them under pressure.
Immutable logs, clean-room rebuilds, tabletop drills, executive comms
Live response loop
Detect, contain, recover, and improve in the same motion.
01
Ingest
All telemetry
02
Reason
Attack graph
03
Contain
Minutes
04
Recover
Clean path
05
Learn
Controls improve
Active defense layer
AI-originated risk watch
- Indirect prompt injection hidden in tickets, docs, emails, sites, and retrieved context.
- Agent tools with excessive permissions that can modify data, run commands, or leak secrets.
- Poisoned RAG sources, vector stores, MCP servers, plugins, packages, and model supply chains.
- Shadow AI apps creating unmanaged prompts, tokens, training data, and audit gaps.
What a modern SOC should do
Govern risk. Hunt behavior. Control blast radius.
Detection engineering
AI red-team telemetry
Exploit-driven patching
Automated containment
Supply-chain watch
Recovery readiness