# Sovereign AI & Inference Engineering

> Make inference work within your hosting, data and performance requirements.

Source: https://sidekickmachines.com/capabilities/sovereign-ai-inference-engineering/

Sovereign AI & Inference Engineering

## You need control over where AI runs.

Make inference work within your hosting, data and performance requirements.

[Discuss this offering: Sovereign AI & Inference Engineering](https://sidekickmachines.com/contact/?offering=Sovereign%20AI%20%26%20Inference%20Engineering) [Licensable product: Sidekick Sovereign](https://sidekickmachines.com/products/sovereign/)

How it fits together

1. Your workload
2. Serving design
3. Controlled inference

### What changes.

We benchmark suitable models and serving options, then implement the inference environment that meets your agreed constraints.

### Yours to put to work.

- Scope and acceptance criteria agreed together.

#### A tested serving choice

Model, hardware and hosting comparisons using your representative workloads.

#### A working inference endpoint

Deployment, access, capacity and monitoring configured for the selected environment.

#### An operating handoff

Documented data paths, scaling limits, update procedures and task-level costs.

### See an example engagement

An example scope, adapted to your environment.

1. The starting point: A team needs private inference for a document-processing workflow.
2. The work: Compare serving options, benchmark the workload and deploy the selected endpoint.
3. The handoff: A running inference service, benchmark results and operating procedures.

#### How we evaluate the result

- Quality, latency and throughput against agreed workloads.
- Hosting, data handling and access requirements verified in the deployment.
- Infrastructure utilization and cost at the tested load.

Related capabilities

### When you need more.

[All capabilities](https://sidekickmachines.com/capabilities/)

#### [Enterprise AI Gateway](https://sidekickmachines.com/capabilities/enterprise-ai-gateway/)

Bring model access, routing, policy and usage into a managed entry point.

#### [Agent Cost Engineering](https://sidekickmachines.com/capabilities/agent-cost-engineering/)

Understand and improve the cost of a successfully completed task.

#### [Agent Architecture](https://sidekickmachines.com/capabilities/agent-architecture/)

Design an agent system that fits the way your business operates.

A useful place to start

### Let’s work through your specific problem.

Start with Sovereign AI & Inference Engineering, scoped to your environment.

[Discuss this offering](https://sidekickmachines.com/contact/?offering=Sovereign%20AI%20%26%20Inference%20Engineering)