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Automated Alert Triage, Investigation, and Remediation

ShieldCraft AI transforms security operations by automating the entire alert lifecycle from triage and investigation to remediation using advanced GenAI and AWS-native integrations. This approach accelerates incident response, reduces false positives, and minimizes business disruption, empowering SOC teams to focus on strategic priorities.

Key Features​

  • Rapid Incident Triage: Alerts are automatically ingested, classified, and prioritized based on risk, context, and business impact.
  • Automated Investigation: GenAI models analyze alert data, correlate with threat intelligence, and surface actionable insights for SOC analysts.
  • False Positive Reduction: Intelligent filtering and enrichment minimize noise, ensuring teams focus on genuine threats.
  • Business Disruption Minimization: Automated playbooks trigger remediation steps, containing threats before they escalate.

How It Works​

  1. Alert Ingestion: ShieldCraft AI integrates with AWS security services (e.g., GuardDuty, Security Hub, CloudWatch) to collect and normalize alerts.
  2. GenAI Analysis: Alerts are analyzed using GenAI models, which assess severity, context, and potential impact.
  3. Automated Playbooks: Predefined and adaptive playbooks execute remediation actions (e.g., isolating resources, updating IAM policies) within secure guardrails.
  4. SOC Review & Override: Analysts can review, approve, or override automated actions, maintaining human-in-the-loop assurance.
  5. Continuous Improvement: Real-time feedback loops refine detection, response, and playbook logic for ongoing optimization.

Architectural Insights​

  • Modular, Cloud-Native Design: Built on AWS CDK, Lambda, and Step Functions for scalable, maintainable automation. Deep AWS Integration: Harnesses a multi-stack AWS architecture spanning VPC, IAM, S3, Lake Formation, Glue, Lambda, MSK, Airbyte, OpenSearch, SageMaker, Secrets Manager, CloudWatch, Config, Budgets, and more for comprehensive coverage, rapid response, and enterprise-grade automation. This enables secure data flows, fine-grained governance, scalable analytics, and resilient operations across the entire security lifecycle.
  • GenAI-Powered Automation: Uses LLMs and custom models to drive intelligent triage, investigation, and remediation.
  • Continuous Feedback: Simulation and real-world outcomes feed into ShieldCraft AI’s risk engine, improving future responses.

Learn More​