Cloud Security Posture Management

AI-powered continuous monitoring and remediation of cloud security posture risks

Business impact

• Mean Time to Detect (MTTD) — AI automation reduces detection time by continuously monitoring cloud configurations
• Mean Time to Remediate (MTTR) — Automated alerts and fixes speed up remediation of cloud security issues
• Compliance Rate — Continuous posture management helps maintain adherence to regulatory standards

Data requirements

• Cloud infrastructure logs (Structured) — Used to detect misconfigurations and anomalous activities in cloud environments
• Identity and access management data (Structured) — Analyzed to identify unauthorized access and risky permissions
• Configuration files and IaC templates (Code) — Scanned to ensure secure infrastructure as code deployments
• Security alerts and threat intelligence feeds (Text) — Ingested to correlate threats and prioritize response actions

AI methods and techniques

• Predictive AI — Forecasts potential misconfigurations and vulnerabilities before exploitation
• Generative AI — Automates remediation code generation for infrastructure as code fixes
• Agentic AI — Enables autonomous monitoring and response to cloud security incidents

AI models and model families

GPT-4, Claude, Custom Security ML Models