AI-Driven Incident Response
for AWS
Correlate CloudTrail, VPC Flow, S3, and GuardDuty signals in real time. Score risk. Surface containment recommendations — in seconds, not hours.
The Problem
The gap between detection and containment is where breaches happen
The average time between a GuardDuty finding and a human containment action is measured in hours. During that window, a credential exfiltration becomes an account takeover. A misconfigured S3 policy becomes a data exfiltration incident.
Alert fatigue compounds the problem. Security teams running significant AWS workloads receive hundreds of findings per day. Triage is manual. Context is scattered across CloudTrail, VPC Flow Logs, and Config history. By the time an analyst assembles the full picture, the attacker has moved laterally.
Ira closes that gap. It ingests the same telemetry your team is already drowning in, correlates it automatically, and delivers a scored, prioritised, human-readable recommendation — in seconds, not hours.
- Hours Avg. detection-to-containment gap
The window where credentials become compromised accounts.
- 100s Daily GuardDuty findings per org
Alert fatigue means critical signals are buried in noise.
- 4+ Telemetry sources to correlate manually
Context is scattered. By the time it is assembled, the threat has moved.
Core Capabilities
Ira core capabilities
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Multi-Source Log Analysis
Ingests CloudTrail, VPC Flow Logs, S3 Access Logs, and GuardDuty findings. Correlates signals across all four sources simultaneously.
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Configuration Drift Detection
Monitors AWS Config for deviations from your security baseline. Classifies drift by risk: CRITICAL, HIGH, MEDIUM, LOW.
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Composite Risk Scoring
Calculates a composite risk score from signal severity, affected resource blast radius, and lateral movement indicators.
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Containment Recommendations
Produces ranked, human-readable containment recommendations. Every action requires operator approval before execution.
How It Works
From alert to recommendation in seconds
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Trigger
GuardDuty finding or scheduled scan initiates the orchestrator
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Analyse
Sub-agents fan out across CloudTrail, VPC Flow, S3, and Config
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Score
Composite risk score calculated from severity, blast radius, and signal correlation
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Recommend
Ranked, human-approved containment actions surfaced to the operator