Kanda Vault
Your dedicated, secure model inference platform — managed by Kervalt.
Single-tenant infrastructure for running Kervalt models at production scale, operated by the team that built them. Your models. Your cloud. Your control. Kervalt preserves that standard.
Why Kanda Vault
Isolation, operations, and privacy — by design
Logically isolated, single-tenant
Your inference workloads run in a dedicated environment — no shared tenants, no noisy neighbors, no cross-customer data paths.
Kervalt-managed operations
Scaling, updates, and model rollouts are handled by Kervalt engineers. Your team consumes an API; we carry the pager.
Zero data retention
ZDR by default: prompts and responses are never stored, logged, or used for training. What you send stays ephemeral.
Deployment options
Flexible enough for your security model
Your VPC
Deploy inside your virtual private cloud on the provider you already trust. Traffic never leaves your network perimeter or your IAM boundary.
On-premises
Run Kervalt models on your own hardware in your own data centers — air-gap capable for the most demanding regulatory environments.
Kervalt-managed Vault
A dedicated, Kervalt-operated Kanda Vault: sovereign single-tenant infrastructure without adding a single node to your own estate.
Operations
Production inference without the operational drag
Replica scaling
Set min and max replica bounds per deployment. Capacity follows demand within your limits — headroom for peaks, no idle burn at night.
Instance-hour billing
Predictable pricing per instance-hour, not per token. Finance can forecast inference cost like any other infrastructure line item.
Telemetry & analytics
Latency, throughput, and utilization dashboards for your platform team — operational insight without ever inspecting payload content.
Compliance & certifications
- GDPR
- SOC 2
- ISO 27001
- ISO 42001
- RBAC
Get started
Scope your dedicated environment with our infrastructure team
Bring your throughput targets, residency requirements, and compliance constraints. We'll size the Vault to match.
Ready to deploy sovereign AI?
Run Kervalt models in your own cloud, on your own terms.