The Autonomous AI-SOC That Runs Itself

AI agents that triage, investigate, and enforce across cloud, identity, and AI workloads — closing the loop with autonomous reporting and runtime enforcement.

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The Architecture Is The Problem

SOC teams are not under-skilled. They are under-architected. Queue-based detection stacks force every alert through the same human funnel, and the consequences compound.

The attacks that are actively reshaping AI-SOCs right now

Your SOC must detect, investigate, and block these threats. An AI-SOC that only investigates is not enough.

AI-Driven Supply Chain CRITICAL

AI-Driven Supply Chain

Poisoned packages and models. Nx and LiteLLM- style compromises ship malicious code straight into the build pipeline, undetected by scanners.

Agentic Malware CRITICAL

Agentic Malware

LLMs running the operator loop turn one commodity compromise into mass exploitation at machine speed.

Prompt Injection & Jailbreaks HIGH

Prompt Injection & Jailbreaks

First-party LLM apps manipulated to leak data, run unsafe code, or bypass guardrails at inference time.

Cloud Identity Attacks CRITICAL

Cloud Identity Attacks

Token theft, OAuth abuse, MFA fatigue. Identity is the new perimeter — and it is under active siege.

Rogue MCP Servers HIGH

Rogue MCP Servers

Agent tool-calling abused. A rogue MCP server becomes remote code execution inside the AI agent pipeline.

Shadow AI Data Leakage HIGH

Shadow AI Data Leakage

Unsanctioned model use exfiltrates PII and secrets. 97% of breached AI lacked access controls.

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AI SOC-form

Why AccuKnox AI SOC

The category is racing to be a better investigator. AccuKnox changes the finish line from finding out to stopping it.

Blocks At The Kernel

Blocks At The Kernel

Verdicts compile into eBPF + KubeArmor policy. Every syscall on a confirmed threat is denied in under a millisecond.

Runtime Ground Truth

Runtime Ground Truth

Agents reason over kernel telemetry, not scraped logs. 85% noise reduction, 89% fewer false positives.

Agents Can't Escape Their Sandbox

Agents Can't Escape Their Sandbox

ClawArmor sandboxes each agent. ModelArmor isolates the inference boundary. No SOC-to-prod pivot.

Open Source At The Core

Open Source At The Core

Built on KubeArmor and ModelArmor. CNCF projects, 1M+ downloads. Inspectable. Never a black box.

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The Only AI SOC Where The Agents Themselves Are Contained

ClawArmor sandboxes every agent as an untrusted workload. No shared substrate an attacker can pivot from SOC to production.

  • Per-Agent Kernel Sandbox
  • Prompt + Tool Call Audit
  • ModelArmor Inference Boundary
  • Least-Privilege MCP Tools

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Waiting Is The Risk.

Attackers shipped AI 18 months ago. Most SOCs are still on the same human-in-the-loop runbooks they wrote in 2022.

Of AI-assisted attacks in 2025 bypassed SOCs still gated on human approval.

Average analyst time to fully work one alert. Attackers exfiltrate in under 10.

Average SOC analyst tenure before burnout.

Loved By Fortune 500 Companies

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What Gartner Says About AI SOC Agents

AccuKnox is named across Gartner’s Emerging Tech Landscape and the State of AI for I&O. Download the brief to see how the category is evolving and where the enforcing AI SOC sits in it.
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From Alert To Enforcement

Nine steps. Every other AI SOC stops at step six.

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A Cryptominer Halted Mid Kill Chain

A denied syscall on a production node. Hover any step for the evidence the agents queried.

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Pick The Autonomy Mode That Fits The Alert

Most platforms commit to a single autonomy mode. AccuKnox ships four. Same engine, same audit trail. Turn the dial per use case.

1

Deterministic

Rule-based playbooks run end to end. No Al in the chain.

  • Regulated workflows
  • Migrating off legacy SOAR
  • Compliance-critical paths
2

Co-pilot

Agents investigate & recommend. Your analyst approves every action.

  • Identity alerts
  • EDR detections
  • Cloud posture findings
3

Al-led

Agents investigate and draft the response. You sign off, it runs.

  • Phishing triage
  • Malware containment
  • DLP investigations
4

Autonomous

END- TO- END, GATED, CONFIGURABLE

Triage, investigation, kernel enforcement. You set the gates at design time.

  • High-volume L1 categories
  • Low-judgment workflows
  • MSSP tenant scale-out

Detect, Triage, Investigate, Respond, Harden Without A Hand-off

Every module ends in enforcement,

  • Autonomous Triage
  • Cross-Source Investigation
  • Runtime Enforcement
  • AI Agent Security
  • Compliance Automation

Agents triage every alert before analysts ever see it

Agents triage every alert true positive, false positive, or benign with a confidence score and plain-language rationale. Confirmed FPs never reach a human.

  • 100% of alerts auto-triaged, including informational
  • Confirmed false positives auto-closed before reaching your queue
  • Confidence score + plain-language rationale for every verdict
  • Deep contextual enrichment: identity, cloud, runtime, and session
Autonomous-Triage

One attack. One story. Every source.

Cloud, identity, endpoint, and SaaS signals stitched into a single attack chain from initial access to impact, tagged to MITRE ATTACK.

  • Attack chain from initial access to impact, MITRE ATTACK tagged
  • Natural language investigation — ask follow-ups, get sourced answers
  • Blast radius graph from the CNAPP asset and identity graph
  • Evidence table with direct links back to source systems
Cross-Source-Investigation

Not a ticket. A block.

When the investigation concludes malicious and the workload is protected, AccuKnox blocks the behavior at the kernel before the syscall completes.

  • eBPF + KubeArmor policy generated from investigation outcome
  • Dry-run against live traffic before enforcing in production
  • Blocks at the Linux kernel — K8s, VMs, containers, AI workloads
  • Every block tied to the investigation that authorized it
Runtime-Enforcement

The SOC's own agents, sandboxed.

An agentic SOC is itself an attack surface. AccuKnox sandboxes every AI agent at the kernel the same enforcement that protects your workloads protects the agents.

  • Each agent sandboxed at kernel with KnoxClaw eBPF policy
  • Workspace-only file access, process allowlist, egress control per agent
  • AI-BOM: supply chain integrity for every model and dependency
  • Prompt firewall at inference time — injection blocked before execution
AI-Agent-Security

33 frameworks. 60 hours → under 5.

Continuous evidence collection mapped automatically to the frameworks you report to. Every enforcement action satisfies multiple controls.

  • SOC 2, PCI DSS, HIPAA, NIST, ISO 27001, FedRAMP
  • MITRE ATLAS, ISO 42001 — the AI-specific frameworks
  • Every enforcement action auto-mapped to multiple controls
  • Audit prep reduced from 60 hours to under 5 per quarter
Compliance-Automation

How AccuKnox Closes The Loop

Queue based

SIEM + SOAR

  • Alerts routed to a queue, analyst triages each
  • Logs scraped late or dropped
  • Pivot manually across consoles to investigate
  • Playbooks raise tickets, humans take action
  • Compliance proven with quarterly screenshots
  • LLM guesses across free-text logs

Loop based

AccuKnox AI SOC

  • Alerts routed to a queue, analyst triages each
  • Logs scraped late or dropped
  • Pivot manually across consoles to investigate
  • Playbooks raise tickets, humans take action
  • Compliance proven with quarterly screenshots
  • LLM guesses across free-text logs

Built On Runtime Ground Truth

L1

Data Layer

Runtime eBPF telemetry at the kernel + ingested cloud, identity, SaaS, threat intel. OCSF normalized. Sub-second hot queries.

eBPF Sensors OCSF ClickHouse Hot + Cold
L2

Context & Knowledge Graph

Identities, assets, ownership, crown jewel paths, prior reasoning. Seeded by the CNAPP graph. Memory with confidence decay.

CNAPP Graph Identity Topology Memory Store Crown Jewels
L3

Agentic Layer

Fleet of purpose-built agents: Detect, Triage, Investigate, Respond, Hunt. Orchestrated by a controller, specialized by evidence shape.

ClawArmor MCP Tools Agent Fleet Orchestrator
L4

Enforcement & Response

Orchestrated response (SaaS, identity) + kernel enforcement via eBPF/KubeArmor. Policy as code, dry-run, versioned.

eBPF KubeArmor Policy-as-Code SOAR
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Named By The Analysts Defining The Category

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See How Customers Accelerate Business And Reduce Risks With AccuKnox

DevSecOps & Security Teams Love our AppSec/CloudSec/AISec Platform

“AccuKnox allows Public Sector agencies and entities to protect themselves against current and emerging threats.”

Natalie-Gregory

Natalie Gregory, Vice President Enterprise Solution

DevSecOps & Security Teams Love our AppSec/CloudSec/AISec Platform

“Choosing AccuKnox was driven by opensource KubeArmor’s novel use of eBPF and LSM technologies, delivering runtime security”

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Golan Ben-Oni, Chief Information Officer

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DevSecOps & Security Teams Love our AppSec/CloudSec/AISec Platform

“AccuKnox’s strong roadmap offerings in API Security, AI/LLM Security made AccuKnox the best choice for AppSec/CloudSec platform.”

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David Billeter, Cybersecurity Leader

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DevSecOps & Security Teams Love our AppSec/CloudSec/AISec Platform

“At Prudent, we advocate for a comprehensive end-to-end methodology in application and cloud security. AccuKnox excelled in all areas in our in depth evaluation.”

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Manoj Kern, CIO

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DevSecOps & Security Teams Love our AppSec/CloudSec/AISec Platform

“As 5G starts getting broad industry adoption, security is a very critical challenge. It is delightful to see an amazing innovator like SRI work with AccuKnox to deliver critical innovations”

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Jim Brisimitzis, General Partner

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DevSecOps & Security Teams Love our AppSec/CloudSec/AISec Platform

“The discovery process is crucial to making drug discovery faster, smarter, and secure. We are pleased to partner with AccuKnox for their AI Security prowesses”

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Matt Shlosberg, Chief Operating Officer

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DevSecOps & Security Teams Love our AppSec/CloudSec/AISec Platform

“AccuKnox does a tremendous job at showing the complexity of different approaches to Kubernetes security in terms of responding to high severity cloud attacks”

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James Berthoty, Founder & Security Analyst

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Ready For A Personalized Security Assessment?

“Choosing AccuKnox was driven by opensource KubeArmor’s novel use of eBPF and LSM technologies, delivering runtime security”

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Golan Ben-Oni

Chief Information Officer

“At Prudent, we advocate for a comprehensive end-to-end methodology in application and cloud security. AccuKnox excelled in all areas in our in depth evaluation.”

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Manoj Kern

CIO

“Tible is committed to delivering comprehensive security, compliance, and governance for all of its stakeholders.”

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Merijn Boom

Managing Director

AI-SOC FAQs

No. Most AI-SOC tools are SOAR workflows with a language model on top, reasoning over logs that arrive late or stop firing. AccuKnox is the intelligence layer on a Zero Trust CNAPP that already enforces at the kernel. The agents reason over runtime ground truth from eBPF, and the platform can block a threat at the syscall — which a SIEM bolt-on cannot do.
Response means an API call to another tool after the signal fires — disabling a user in Okta or isolating a host in your EDR. Enforcement means blocking the malicious behavior at the Linux kernel before it executes, using eBPF and KubeArmor. AccuKnox does both. For SaaS and identity actions it orchestrates response. For workloads it protects, it enforces.
The model architecture is built to prevent it. Deterministic algorithms compute entities and anomaly scores. The language model reasons over validated inputs and never invents facts or scores. Investigations cite real event IDs and entities. When data does not exist, the agent says so. Every conclusion is traceable to its evidence.
Each AI-SOC agent runs sandboxed at the kernel with KnoxClaw and ModelArmor — file access restricted to its workspace, processes allowlisted, network egress controlled. Agent permissions are policy as code. Models and dependencies inventoried in an AI-BOM. Agents red-teamed for prompt injection and tool misuse.
No. AccuKnox ingests from your existing tools and runtime, adding the agentic investigation and enforcement layer on top. You can keep your SIEM, reduce what you send it over time, or replace it later.
The context graph builds in the first days because AccuKnox starts from the CNAPP asset graph and runtime telemetry it already has. First investigations land within the first weeks of onboarding.
Yes. AccuKnox supports SaaS, self-hosted, air-gapped, and hybrid deployments, with bring-your-own-model options for regulated environments. Available through Carahsoft for federal and regulated buyers.
Kernel enforcement applies to Kubernetes, VMs, containers, serverless, and AI workloads — anywhere AccuKnox runtime sensors run. For pure SaaS or identity-only incidents where there is no kernel, AccuKnox orchestrates response through integrations. We are precise about this on purpose.
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