Isolate workloads and stop lateral movement with namespace, label, and tiered policy controls, so AI services and business apps can safely coexist.
Solution
Calico for AI Workloads
Secure AI data, models, and pipelines running in Kubernetes with enterprise-grade networking, network security, and observability.
Benefits
Prevent AI data exfiltration, streamline your multi-cluster network policies, and gain AI-specific observability
Prevent AI data exfiltration
Block unauthorized egress and protect AI model weights, embeddings, and datasets from misuse
Streamline multi-cluster network policies
Apply uniform security controls across AI dev, training, and inference clusters
Improve security posture
Track traffic flow and DNS activity across pipelines to investigate anomalies and demonstrate compliance
Trusted by Customers Worldwide
AI-Specific Observability & Compliance
Flow logs, DNS logs, and audit trails reveal AI application and pipeline behaviors and support HIPAA, PCI DSS, and GDPR compliance.
Multi-Cluster Network Policy Enforcement
Calico Cluster Mesh enforces consistent security across distributed Kubernetes clusters, improving availability and simplifying networking operations for AI pipelines.
Secure Multi-Tenant AI Environments
Calico secures AI workloads in shared Kubernetes clusters by isolating tenants with namespaces, consistent network policy enforcement, and tightly controlled ingress/egress.
Advanced Egress Control for AI Workloads
Use DNS policies and centralized egress gateways to only allow access to approved APIs and endpoints (e.g., api.openai.com, huggingface.co) and prevent data leaks.
Ingress with Built-In WAF
Calico Ingress Gateway protects AI services by controlling inbound traffic and blocking malicious requests with integrated Web Application Firewall protection.
Available on Microsoft Azure, AWS, and Google Marketplace
Get started right away on Azure, AWS, or Google Cloud—every Calico component you need to get up and running is ready to go.
Customer Testimonial
Here’s what our customers are saying about us
Calico’s performance is impressive. It met the strict latency demands of our AI platform, ensuring no degradation in transaction processing speeds. Tigera’s support in tuning our environment was invaluable.
Calico’s monitoring capabilities really set it apart from other solutions. Via the Dynamic Service and Threat Graph, we can see what requests are flowing between each service’s namespace, allowing us the granular visibility we need for troubleshooting.
Featured Resources
Developer-created resources to help you secure your Kubernetes deployment
Datasheet
Calico: Securing AI Workloads in Kubernetes
Learn how Calico secures AI workloads in Kubernetes with microsegmentation, egress control, and observability.
Ready to Get Started?
Get started for free or request a demo to see Calico in action
