The breach isn’t the problem. The spread is. →The breach isn’t the problem. The spread is. →Measure in 5 min. Free AssessmentFree Assessment
Contain AI Workloads at Runtime
Secure your AI workloads with purpose-built network enforcement in real time. Secure, accelerate, and scale AI agents and applications across multicloud environments through unified a unified Aviatrix control plane.

Managing Agentic AI Workloads Across Multiple Clouds Demands Secure, High-Speed, and Scalable Infrastructure.
Vast data movement, airtight security, and seamless cloud performance are essential for managing agentic AI workloads at scale. Yet, most organizations lack robust AI security frameworks and the network foundation needed to support these dynamic environments. Without purpose-built solutions, delays, vulnerabilities, and operational complexity can quickly undermine innovation and efficiency—leaving enterprises exposed to risk and unable to fully realize the promise of AI.
Lack of Unified AI Governance Control
“95% of organizations use AI for threat detection, yet 63% lack AI governance policies. Managing AI workloads across clouds is challenging”- IBM Cost of Data Breach 2025
Data Security Risks and Leakage
Threat actors can compromise sensitive AI models and datasets, uncovering threats like exfiltration, poisoning, and unauthorized access.
Agent Autonomy Management Cross-Cloud
Managing AI workloads across multicloud environments is challenging and requires unified control and policy enforcement.
144 to 1
The security industry perfected protecting one. The other 144 are on their own.
User-Centric Zero Trust
ZTNA · SASE · EDR · IAM
Cloud Security Posture
CNAPP · CSPM · CWPP
Workload-Centric Zero Trust
Distributed Cloud Firewall · CNSF
User-Centric Stack
CNAPP / Posture Tools
Distributed Cloud Firewall
User-Centric Zero Trust and Cloud Security Posture are necessary.
The attack model changed. Threats arrive as trusted code, running inside your infrastructure. The only question that matters: can the workload reach the attacker's endpoint? That question is answered by Workload-Centric Zero Trust.
Agentic AI Workload Containment Through Unified Network Enforcement
Contain the Blast Radius Before the Next Zero-Day Lands
Aviatrix enforces Communication Governance at the network layer: default-deny egress, workload-level segmentation, and structural containment that limits damage before an attack completes.

Blast Radius Reduction
Map what every agentic workload legitimately needs to reach and enforce it at the network layer. Structural limits contain any exploit — known or unknown, patched or unpatched — before an attack completes.
Communication Governance
Every agent operates under default-deny egress. No C2 beacon, no exfiltration endpoint, no lateral movement path — unless explicitly permitted. The network does not cooperate with what has not been authorized.
Containment Architecture
Move from chokepoint inspection to workload-level enforcement across every cloud. Security that works before the CVE is published, before the exploit is built, and before your patch cycle closes.
Explore Best Practices in Securing Agentic Workloads
Ready to Secure Your Workloads?
Discover Aviatrix Cloud Native Security Fabric (CNSF) for unified, embedded security in the cloud fabric.




