✨ No need to do from scratch. Deploy a Validated Containment Architecture built for your AI platform. →Deploy a Validated Containment Architecture for your AI platform. →A Validated Containment Architecture for your AI platform. →Validated Containment Architectures are here. →Contain Threats NowExplore✨
Aviatrix AgentGuard: The Containment Platform for AI Agents
Shadow AI is the fastest-growing attack surface in the enterprise. 97% of organizations that experienced an AI-related breach lacked proper access controls, and shadow AI adds an average of $670,000 in additional breach costs per incident.
Aviatrix AgentGuard is the industry's first Containment Platform purpose-built for AI agents. It discovers every AI workload across your cloud estate in fifteen minutes, with no agents, no code changes, and no gateways. From there, it enables default-deny enforcement on the same fabric, with identity-based policy that follows workloads wherever they run. Download this solution brief to learn how Aviatrix AgentGuard closes the shadow AI gap.
Aviatrix AgentGuard finds and contains shadow AI workloads in minutes. Download the solution brief to learn more.
What's inside the solution brief:
Why the machine-to-human identity ratio has reached 144:1 — and why the security industry, built to protect human identities, is structurally unprepared for an attack surface dominated by AI agents, MCP servers, and autonomous workloads
How AgentGuard's Shadow AI Discovery uses VPC Flow Logs, DNS logs, and Cloud Asset Inventory to surface every AI agent, MCP server, and LLM endpoint in your environment in 15 minutes — including shadow AI your application team doesn't know exists — with no gateway deployed and no code changes
How AI-aware SmartGroups target
ai_agentresource types directly — not IP ranges — so containment policy follows workloads across EKS, Lambda, Azure Functions, Cloud Run, and VMs as they scale, move, or are replacedHow default-deny Network Enforcement means a compromised agent cannot reach any destination that was not explicitly permitted, making exfiltration, lateral movement, and gateway bypass structurally impossible rather than just detectable
How zero-trust egress for MCP servers contains each server to only the external APIs it declared — so a compromised GitHub MCP server reaches api.github.com and nothing else, with a full audit trail for compliance and forensics
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