From signals to systemic risk: Building Risk AI

Datadog has developed a Systemic Risk Detection Pipeline and Risk AI Agents to shift security focus from isolated findings to interconnected "risk paths" that pose the greatest organizational impact. The approach uses deterministic detection to correlate disparate security signals and AI agents to investigate the context and potential consequences of identified threats. Ultimately, this hybrid method enables security practitioners to prioritize remediation efforts based on actual organizational exposure rather than just technical severity.