Pangea Security introduced an AI agent for security operations called Figaro, alongside a platform that bundles testing, deployment, version control and rollback tied to detection changes. The company presented it as applying software-development-style CI/CD across security operations. Figaro is based on a “security data lineage” structure that maps detection flows and can propose changes from natural-language requests, then simulate and test impacts before deployment.

Datadog Korea head Eom Su-chang said companies should approach observability for AI governance, IT and security through a single platform. He said rapid AI adoption is raising complexity and requires end-to-end solutions spanning IT management, AI protection and cost management. Datadog said its integrated observability platform has three pillars: autonomous operations, AI governance visibility and security, including Bits AI for automation, agent observability, consolidated AI cost management, and an AI Guard gateway to block malicious requests.