Question 1

How do I choose between Enterprise Secure Enclave, Dedicated Private Cloud, and Air-Gapped On-Premise?

Accepted Answer

Choose Enterprise Secure Enclave for fastest secure launch with managed hosting and strong compliance controls. Move to Dedicated Private Cloud when you need single-tenant isolation and dedicated infrastructure, and select Air-Gapped On-Premise when your policy requires complete offline operation and full physical control.

Question 2

What level of data sovereignty does each Secure AI Deployment Model provide?

Accepted Answer

Enterprise Secure Enclave provides strict data handling controls in managed cloud infrastructure, including zero-retention and no-training safeguards. Dedicated Private Cloud adds isolated single-tenant deployment in your own VPC, while Air-Gapped On-Premise delivers maximum sovereignty with fully offline operation on your firm’s hardware.

Question 3

Which security and compliance controls are included in the Secure Enclave tier?

Accepted Answer

Enterprise Secure Enclave includes Zero Data Retention agreements, end-to-end encryption in transit and at rest, strict no-training clauses, and RBAC integration. It is designed for regulated teams that need immediate AI capability without compromising governance.

Question 4

What additional capabilities come with Dedicated Private Cloud?

Accepted Answer

Dedicated Private Cloud includes everything in Secure Enclave, then adds single-tenant VPC deployment, dedicated GPU provisioning, isolated vector database architecture, and support for custom open-source model weights. You also retain ownership of cloud infrastructure keys with advanced audit logging and LLMOps observability.

Question 5

What does Air-Gapped On-Premise include for high-security environments?

Accepted Answer

Air-Gapped On-Premise includes all Dedicated Private Cloud capabilities plus physically isolated deployment with zero internet dependency. It adds local hardware and VRAM optimization, fully offline local RAG architecture, enterprise data fabric integration, and on-site architecture handoff for long-term internal ownership.

Question 6

Do all tiers keep enterprise support and operational reliability?

Accepted Answer

Yes. Every tier is delivered as an enterprise-grade production service with structured support, with Secure Enclave including a standard 48-hour SLA and higher tiers adding priority engineering engagement. Reliability is reinforced through operational controls, observability, and architecture tuned to your deployment boundary.

Question 7

Can we start in one tier and move to a higher-isolation model later?

Accepted Answer

Absolutely. The three-tier model is designed as a progression path, allowing firms to begin with rapid secure deployment and then transition to Private Cloud or Air-Gapped architectures as governance, audit, or residency requirements become stricter. This keeps your AI roadmap flexible without rethinking the entire stack.

Secure AI Deployment Models

Enterprise Secure Enclave

Dedicated Private Cloud

Air-Gapped On-Premise

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