AI moves fast. Its network shouldn't be wide open.
Models, agents, vector stores, GPU clusters and the sensitive data feeding them are becoming your most valuable — and most exposed — infrastructure. CloakNet wraps the entire AI supply chain in identity-based, zero trust connectivity.
What AI adds to your threat model
Model endpoints
Inference APIs exposed for convenience become targets for theft, abuse and denial of service.
Agentic traffic
Autonomous agents call tools, APIs and each other — machine-to-machine paths that need machine-grade identity.
Training data
Pipelines move regulated and proprietary data between stores, clusters and clouds at high volume.
GPU estates
Scarce accelerators in colo, cloud and on-prem need private access paths — not public jump hosts.
Private by default, from prompt to GPU
- Dark model endpoints: inference and embedding APIs published only into the overlay — invisible to the internet
- Identity for agents: every agent, tool and service holds its own cryptographic identity with least-privilege policy
- Secure RAG & data paths: vector databases and data lakes reachable only by authorized workloads
- Cross-cloud GPU access: connect training and inference clusters across providers without VPNs or public IPs
- Governed egress: control exactly which external models and APIs your internal systems may call
How teams deploy it
- Private LLM serving for internal copilots and products
- Zero trust MCP/tool connectivity for agent frameworks
- Hybrid inference: on-prem data, cloud GPUs, no exposure
- Partner access to models without opening your perimeter
- Secured fine-tuning pipelines across environments
Zero trust for the AI stack in three steps
Cloak the model layer
Publish inference, embedding and orchestration services into the overlay; remove their public listeners.
Enroll every caller
Users, apps and agents receive identities. Policy maps each identity to the exact models, tools and data it may use.
Observe and govern
Identity-stamped logs of every session across the AI estate — who called what model, from where, when.
Ship AI without shipping attack surface
See a private model endpoint and agent identity policy live.