Japanese cybersecurity software company Trend Micro Inc. today gave a preview of its soon-to-be-launched Trend Vision One AI Security Package, a solution that delivers proactive, centralized exposure management with analytics for artificial intelligence-driven environments.

The new offering, which is set to launch during AWS re:Invent in early December, is designed to protect the full AI application stack from model development to runtime and, in doing so, extend proactive security across every stage of AI deployment.

The package seeks to assist organizations building AI systems that lack visibility into how those systems process data, make decisions or could be exploited by threat actors. Trend Micro argues that traditional security tools serving endpoint, network and cloud were not built to understand model behaviors or AI-specific risks like prompt injection, data poisoning or output manipulation, leaving organizations exposed to errors and blind spots that existing tools were never designed to address.

Trend Micro claims it will change the game by offering a comprehensive way to detect risks in AI models and automatically protect them through intelligent AI guardrails. It also leverages Nvidia BlueField3 technology to strengthen security from the hardware-accelerated layer through model deployment.

Included in Trend Vision One is an AI scanner that continuously monitors models to uncover vulnerabilities and applies AI guardrails to defend against threats to deliver a proactive, closed-loop system for AI risk management. The company is also launching several integrated security tools designed to deliver proactive, AI-powered protection across cloud-native environments.

The new tools include AI Security Blueprint and Risk Insights, which establish auditable AI governance with a unified risk posture visualization. The aim is to deliver actionable insights to enforce compliance and protect proprietary models across the development pipeline and enterprise. Another tool, Cloud Risk Management – Project-Centric View intends to break dev-security silos with real-time monitoring, instant threat alerts and full-stack risk visibility across supply chain pipelines.

Other new tools include Container and Code Security which offers so-called shift-left security — moving vulnerability evaluation earlier in development and reducing manual overhead through automation. In addition, File Security with NetApp Storage Support provides real-time malware and ransomware protection for cloud storage with a security-first design.

On the AI front, Agentic SIEM with AWS Native Logs Integration provides AI-native cloud detection and response. And Zero Trust Secure Access – AI Secure Access extends zero trust to generative AI tools to facilitate granular policy enforcement to control employee interaction, prevent sensitive data exposure and mitigate critical “shadow IT” risks.

“Innovation without oversight is a risk businesses cannot afford. Our goal is to provide the foundation, AI safety and guardrails to align AI transformation with security and trust,” said Rachel Jin, chief platform and business officer at Trend Micro. “By building with these principles from the start, organizations can move forward with confidence as AI becomes central to their growth.”

The launch builds on Trend Micro’s July collaboration with Nvidia to deliver end-to-end protection for agentic AI systems that was focused on extending innovation into enterprise AI risk management at large scale.

Image: Trend Micro