Get an open-weight AI model deployed, configured, and accessible through a secure API—without managing the deployment complexity yourself.

Through DomainOS Managed Inference, I help companies and developers deploy models such as Qwen, Llama, and other supported open-weight LLMs on their own GPU or cloud infrastructure.

Model selection: Review your use case and choose one suitable, commercially deployable open-weight model.

GPU deployment: Set up one model on your cloud/GPU infrastructure.

Inference API: Configure an OpenAI-compatible API using a suitable inference engine, such as vLLM.

API security: Set up authentication, HTTPS access, and restricted public endpoints.

Testing: Verify model responses, API connectivity, authentication, and basic serving performance.

Documentation: Provide API usage examples, deployment configuration, and operating instructions.

Handover: Walk through the deployed service and explain how to access, operate, and maintain it.

Discovery: Review your model requirements, intended workload, and infrastructure preferences.

Provisioning: You create or authorize access to your preferred GPU/cloud account.

Deployment: I configure and deploy your model and inference API.

Verification: We test the service against agreed acceptance criteria.

Handover: You receive your endpoint, API documentation, configuration, and operational instructions.

One deployed AI model

One authenticated HTTPS inference API

API integration example

Model and deployment configuration

Basic health and functionality test results

Deployment and handover documentation

Seven days of correction for defects within the agreed delivery scope

You'll need an active cloud/GPU provider account, permission to deploy the selected model, and a funded infrastructure billing method.

Your company retains control of its infrastructure account, data, proprietary configurations, and contractual rights to any customer-specific assets. Base model weights remain subject to their original licenses.

Delivery: Typically within 5 business days after requirements, access, and infrastructure readiness are confirmed, subject to model compatibility and agreed scope.

Ongoing monitoring, maintenance, and deployment support are available through a separate DomainOS monthly service.