Model deployment
Deploy models with managed licenses, artifacts, hardware and runtime configurations.
LARGE MODEL SERVING & INFERENCE RUNTIME
From deployed models
to callable services.
Deploy models, configure inference backends and expose model APIs in a controlled environment, supplying enterprise applications and AI service businesses.
SovereignEngine
ENGINE / Model serving
Model catalog
Language model
Multimodal model
Runtime backendAcceleratorStack
Model APIAuthorized applications / gateway-core
WHO IT IS FOR
Enterprise AI teams, model service providers and compute operators building local model supply.
SovereignEngine
Inside the platform
Runtime backends
AcceleratorStack provides the product-facing runtime layer, with GPUStack as a supported backend for model deployment, GPU scheduling and inference management.
Model APIs
Expose model endpoints to authorized applications with protocol-compatible routing.
Operations & capacity
Monitor model state, resource utilization and concurrent workloads, with capacity planning for stable service operations.
How the platforms work together
Engine supplies model execution and APIs. gateway-core connects directly to its model channels and manages products, customer quotas, charges and bills. Inference independently manages algorithm workloads and can consume model services; Compute is added when shared resource operations are needed.
Deployment & integration
What you receive
Select models, hardware and the appropriate AcceleratorStack backend, then configure model APIs, monitoring and recovery workflows. GPUStack is a supported default backend.
- Model, hardware and component inventory
- Model deployment and API configuration
- Capacity and recovery acceptance for agreed workloads
- Deployment, upgrade and operations handover
Put it to work
Choose the delivery path
that fits your next move.
01 /
SovereignInfra
A project delivery that combines the infrastructure products your team needs.
Explore 02 /Sovereign Model Factory
A production loop from private data to releasable models.
Explore 03 /Token Factory
Build the commercial operations behind AI services, from branded storefronts and product pricing to quotas, charging and billing.
ExploreBusiness enquiries
Make the next move yours.
Tell us what you want to build. We will help define the platform, delivery scope and next step.