Agents are rewriting the book on security. Can your data layer keep up?

VentureBeat · Tomas Talius, Google Cloud · 2026-10-29 14:30 UTC

Agentic AI is reshaping cybersecurity. Learn why security data platforms need real-time context, open access, fine-grained controls and machine-scale analysis.

Presented by Google Cloud

Malicious actors are using autonomous agents to find vulnerabilities and launch attacks with little human involvement. That means the time from discovery to exploitation is now too short for traditional methods like signature-based detection and patching to handle alone. Security teams need to spot anomalous behavior at machine speed.

These developments make the data layer more critical than ever. Security teams need to ingest enormous volumes of activity, including the actions of internal agents, and connect them to enterprise context in real time. Most data architectures weren't built for that type of work.

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