MODEL VAULT
Model Vault is your dedicated, fully managed SaaS inference platform for Cohere and the world’s leading open models. Get the convenience of an API with the security of private hosting without the operational overhead.
Trusted by the world’s leading enterprises
Decouple inference from development. Let Model Vault take care of model scaling and serving — so you can focus on building.
Lower cost of ownership
Reduce the expense of provisioning and operating production-grade AI infrastructure, including GPU procurement.
Guaranteed performance
Run unlimited, auto-scaled production workloads without rate limits or performance degradation from resource sharing.
Full network isolation
Keep your proprietary AI systems compliant, secure, and under your control with fully-isolated model-serving infrastructure.

We take full operational responsibility for model deployments, maintenance, updates, and scaling.
Get access to all of Cohere's latest models, alongside leading open weight models.
Create your Model Vault in minutes and launch new models instantly.
Optimize your model operations by tracking live changes in request rates, latency, and token usage.
Access leading open-weight and third-party AI models from top labs across the globe inside Model Vault. Capability is met with control, keeping data in your chosen region fully encrypted, and exempt from training. Select the right model for each job without compromising.
Whether dedicated inference or confidential computing with Model Vault Encrypted, you maintain full jurisdiction over where models run and who can see it.


Confidential Computing inside Model Vault creates a safe and trustworthy execution environment. Memory of in-use data is fully encrypted with keys held inside the hardware, so nobody can look inside.
Any code outside the boundary of your encrypted model vault cannot read the encrypted data, and If verification is needed, seals can be checked on demand to make sure your Model Vault and the data going through it are perfectly safe, and will stay that way.




Model Vault plugs seamlessly into any North deployment — engineered to absorb bursty, high-throughput agentic workloads at scale.
As one of our private deployment customers, you’ll receive comprehensive technical support at every stage of the rollout.
Our solutions architects will help tailor the deployment to your specific needs
Our Applied Machine Learning (AML) team will optimize your AI model for accuracy and efficiency
Our customer success managers will help ensure your deployment delivers long-term business value