Put the right model in the right environment.
Compare model quality, operating cost, data handling and performance before choosing how your AI service will run.
Compare your deployment optionsDeployment options that fit the use case.
Managed model services: integrate with provider-hosted models where their capabilities, terms and locations meet the requirement. Dedicated deployments: deploy eligible models on third-party dedicated infrastructure or customer environments where greater control is needed. Hybrid architectures: keep selected data processing or retrieval within a controlled environment while using approved external services for specific tasks.
Evaluate before committing.
We compare candidate models on representative tasks, required languages, latency, throughput and cost. Fine-tuning is considered when the evidence supports it; retrieval or workflow improvements may be the better first step.
Deploy and document.
Depending on scope, delivery includes model-serving configuration, access controls, API integration, resource limits, version management, monitoring and rollback procedures. The handover records provider dependencies, model licences, retention settings and the agreed operational owner.
Clear responsibilities for hosting.
Hosting is supplied through third-party infrastructure or model providers. Oasis Gate arranges and manages these services through a clear deployment and operating plan. Dedicated infrastructure and private networking are assessed separately from model ownership, provider processing and data retention.
Can every model be self-hosted?
Self-hosting depends on whether model weights are available, what the licence permits and whether the required infrastructure is practical. Provider-hosted proprietary models remain provider services. We explain those differences before proposing a deployment.
Enterprise AI Model Governance on Azure
A custom Azure-based LLMOps platform developed for a private equity firm to organise model usage across engineering projects through a managed endpoint gateway, model registry and discoverable catalogue.
Explore the projectCompare your deployment options
Tell us what you want to deploy or improve. We will discuss hosting, integration and operational requirements.
Compare your deployment options