Documentation
Deployment Models
Compare sovereign AI deployment models and choose the right security boundary for your organization.
Sovereign AI
Sovereign AI means your organization retains control over data, models, infrastructure, and operational policies. GoAI is designed so regulated teams can deploy GenAI without routing sensitive workloads through public AI APIs.
This approach supports procurement, security review, and long-term operational ownership — especially for banking, telecom, government, and critical infrastructure.
Data Residency
Each deployment model defines where documents, embeddings, prompts, responses, and audit logs reside. On-prem and air-gapped options keep data inside the client perimeter.
Private cloud deployments use dedicated infrastructure with no public AI API dependency, supporting regional residency and internal network policies.
Security Boundaries
Security boundaries include network isolation, identity controls, model routing policies, and logging. Air-gapped deployments enforce the strictest boundary; hybrid models allow phased migration with explicit policy gates.
Every model includes API gateway controls, RBAC, and observability hooks so security teams can review and monitor AI operations.
Deployment Flexibility
Organizations often start with a controlled pilot — hybrid or private cloud — before moving to full on-prem sovereignty. GoAI supports that transition path without rebuilding applications.
Work with our team to map deployment models to your connectivity, GPU capacity, compliance requirements, and timeline.
Enterprise Deployment Comparison
| Deployment Model | Data Leaves Client? | Internet Required? | Model Hosting | Best For |
|---|---|---|---|---|
| On-Prem Connected | No | Optional | Client GPU / Private Cluster | Banks, Telecom, Enterprise |
| Air-Gapped | No | No | Local Open-Source Models | Government, Critical Infrastructure |
| Private Cloud | No Public AI API | Private Network | Dedicated Private Infrastructure | Regulated Enterprise |
| Hybrid Transition | Depends on Configuration | Optional | Mix of Private Infrastructure + External APIs | Rapid Pilot Before Full Sovereignty |