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ContainIQ

Stop Rogue AI Agents in Their Tracks – Real-time anomaly detection and containment for autonomous AI. Protect your business from AI-driven incidents with runtime guardrails and an infra-level kill switch.

Why ContainIQ?

Autonomous AI agents can misbehave due to bugs, malicious prompt injection, or compromised credentials — performing unauthorized actions at machine speed. Without a way to detect and contain this, enterprises risk data breaches, compliance failures, and financial loss.

Core Capabilities

  • Behavioral Anomaly Detection – Baselines normal agent activity and flags deviations in real time.
  • Infra-Level Kill Switch – Immediate token revocation & process termination to stop rogue agents mid-flight.
  • Tiered Containment Modes – Pause, isolate, or rollback depending on severity.
  • Human-in-the-Loop Safety – Alerts SOC teams with full context for review before escalation.
  • Audit & Forensics Integration – Full anomalous session trace for investigation and compliance.

How ContainIQ Works

ContainIQ continuously observes agent behavior, detects anomalies in real time, and stops rogue activity before it causes harm — all while keeping your SOC in the loop.

Observe Telemetry Ingest Analyze ML Anomaly Detection Decide Trust Scoring Engine Contain Pause / Isolate / Kill Report SOC Alert + AgentWatch Link

What Makes ContainIQ Different

  • AI-native anomaly detection that understands semantic and behavioral drift.
  • Seamless integration with AgentGuard for pre-execution guardrails + runtime failsafes.
  • Works across cloud, on-prem, and air-gapped environments.
  • Designed for SOC teams with SIEM/SOAR-ready outputs.

Example Use Cases

Financial Fraud Prevention

Agent attempts a $1M transfer after prompt injection. ContainIQ flags deviation and halts execution instantly.

PHI Leakage Stop

Healthcare agent starts appending patient records to emails. ContainIQ quarantines output before it leaves the system.

Runaway API Loop

Customer support agent loops refund API calls, costing $10K/min. Kill switch stops the loop in under a second.

Integration & Deployment

  • Native integration with DefendAI’s APISIX-based AI firewall for low-latency enforcement.
  • Cloud, on-prem, and air-gapped environment support.
  • API-first design with REST/Webhooks for triggering containment externally.
  • SIEM/SOAR hooks for incident response workflows.

Stop Rogue AI Before It Causes Damage

Deploy ContainIQ to catch and contain AI anomalies in milliseconds — protecting your data, your customers, and your reputation.

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