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Compare control boundaries, not marketing labels.

The comparison is directional. Final controls depend on the selected technologies, infrastructure, contracts, jurisdiction and operating model.

Shofield AI Platform deployment comparison
DimensionCloudControlled PreviewPrivateCustom DeploymentSovereignCustom DeploymentAir-GappedPlanned
Infrastructure ownerApproved hosted environment; exact tenancy and ownership verified during assessment.Dedicated Shofield-managed or customer-controlled environment.Customer, state or jurisdiction-aligned infrastructure selected per deployment.Customer-controlled offline infrastructure.
Data locationSelected region and provider terms; verified for the chosen architecture.Specified environment and processing region.Restricted to verified legal and operational boundaries.Local to the isolated environment.
Model executionConnected model providers and supported open-weight options, subject to account and region.Dedicated services, restricted providers or local serving where designed.Approved open-weight or contractually controlled models, potentially served locally.Locally hosted open-weight models and local inference only.
External APIsApproved and policy-controlled.Restricted to approved endpoints.Restricted or excluded according to the sovereignty design.None at runtime.
Internet connectivityInternet-connected runtime.Private networking with controlled egress where required.Connected, restricted or segmented according to policy.No direct public-internet or external-cloud connectivity.
Update processManaged update path with deployment gates.Controlled customer-specific release process.Customer-governed change and release authority.Signed offline packages and controlled transfer procedures.
Typical use caseOrganisations prioritising implementation speed and lower infrastructure burden.Regulated or strategic workloads needing greater isolation and ownership control.Governments, regulated institutions and nationally strategic organisations.Highest-isolation workloads with mature offline operating capability.
Relative speedFastest relative pathModerateLonger, procurement-dependentLongest and most specialised

Select the edition only after the workload and consequence are clear.

Define the workflow, architecture, controls, economics, acceptance criteria and 90-day production route before committing to implementation.