Rapid7 Automates Vulnerability Risk Scoring with ML Pipelines on Amazon SageMaker AI

Rapid7, a security firm, uses Amazon SageMaker AI to automate vulnerability risk scores with machine learning pipelines. The goal is to provide timely answers to customers about how to respond to newly discovered vulnerabilities without a corresponding Common Vulnerability Scoring System (CVSS) score. Rapid7's solution architecture uses SageMaker AI for end-to-end automation, compute, orchestration, and scalable deployment. The solution helps customers prioritize remediation measures and manage risk in distributed systems.