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Threat Detection

ShieldCraft AI delivers predictive threat intelligence and prioritization by correlating your AWS cloud posture with global threat data, adversary tactics, and real-time telemetry. This enables security teams to anticipate, prioritize, and neutralize the most relevant risks before they impact the business.

Key Features​

  • Predictive Risk Scoring: Uses GenAI and advanced analytics to forecast which vulnerabilities and misconfigurations are most likely to be exploited in your environment.
  • Threat Actor Mapping: Correlates your AWS resources and activity with known adversary tactics, techniques, and procedures (TTPs) from sources like MITRE ATT&CK and AWS threat intelligence feeds.
  • Automated Prioritization: Ranks alerts and findings based on business impact, exploitability, and threat likelihood, enabling focused remediation.
  • Continuous Intelligence: Ingests and analyzes threat feeds, vulnerability databases, and cloud telemetry for up-to-date risk assessment.
  • Actionable Insights: Provides clear, data-driven recommendations for mitigation, response, and ongoing improvement.

How It Works​

  1. Data Ingestion: ShieldCraft AI collects cloud telemetry, AWS resource metadata, and external threat intelligence feeds.
  2. GenAI Analysis: Models analyze the data to identify patterns, emerging threats, and likely attack paths.
  3. Risk Scoring & Prioritization: Vulnerabilities and alerts are scored and ranked based on context, business impact, and threat likelihood.
  4. Recommendations: Actionable guidance is provided for remediation, response, and strategic improvement.
  5. Continuous Feedback: Outcomes and analyst feedback are used to refine models and improve future prioritization.

Architectural Insights​

  • Cloud-Native Integration: Built on AWS Lambda, GuardDuty, Security Hub, and custom analytics pipelines for scalable, real-time intelligence.
  • GenAI-Driven Analytics: Uses LLMs and custom models to correlate, score, and prioritize threats with high accuracy.
  • Extensible Data Sources: Supports integration with MITRE ATT&CK, AWS threat feeds, CVE databases, and more.
  • Automated Reporting: Generates dashboards and reports for SOC teams, compliance, and executive stakeholders.

Learn More​