AIOps & Google SecOps Triage Modernization

Client Challenge

The client operated a 24/7 Security Operations Center (SOC) managing telemetry across payment gateways, API clusters, and AWS/Azure instances. The team was flooded with over 4,000 alerts every day.

Analysts spent hours manually looking up IP reputations, correlating authentication histories, and cross-referencing Okta logs. This repetitive overhead caused high analyst turnover, frequent burn-out, and an average triage time (MTTR) of 4.5 hours per suspicious incident.

SOAR Automation & Enrichment Architecture

• Automated Threat Enrichment: Built Chronicle SOAR playbooks that trigger instantly upon alert ingestion, pulling VirusTotal intelligence, Mandiant threat feeds, and internal user risk scores within seconds.
• Intelligent Alert Grouping: Implemented YARA-L windowed correlation rules to aggregate multiple low-priority alerts from the same IP or IAM principal into a single high-fidelity incident case.
• Automated Containment Actions: Configured automated containment options (disabling compromised Okta sessions, adding malicious IPs to AWS WAF IP sets, and isolating EDR endpoints) requiring only single-click analyst approval.
• UAE NESA Compliance Alignment: Structured all incident tickets and logging retention to satisfy UAE National Electronic Security Authority (NESA) mandates.

Measurable Operational Outcomes

• 78% Drop in Alert Fatigue: Automated correlation eliminated 3,100+ low-value alerts daily, allowing senior analysts to concentrate exclusively on genuine adversary activity.
• MTTR Dropped to 18 Minutes: From alert firing to containment, average response time fell from 270 minutes to under 18 minutes.
• Tripled Analyst Capacity: Handled a 200% surge in payment transaction volume without adding headcount to the Tier-1 analyst rota.