Feature × Audience

How does government deploy private AI with Plugsky?

Government deploys private AI on Plugsky by matching each workload to a boundary: region-locked planes for controlled data, VPC for agency tenancy, on-prem or air-gapped for classified or disconnected sites. Agency-held keys, SSO with SCIM, configurable retention and SIEM export support accreditation; the OpenAI-compatible API keeps applications portable between boundaries.

Key facts

Government fitBoundary matched to classification; one API across placements
Private accessPrivate endpoints; traffic stays in the deployment you select
ResidencyRegion-locked planes plus on-prem and air-gapped for sovereign work
IdentityAgency-held scoped keys, SSO with SCIM and RBAC
RetentionConfigurable prompt retention; confirm your terms in the DPA
AuditInference, key and admin events exportable to SIEM
Models30+ models; air-gapped bundles confirmed under the licensing agreement
PricingFlat monthly self-serve plans; enterprise deployment scoped on the pricing page

TL;DR

  • Match the boundary to the classification: plane, VPC, on-prem or air-gapped.
  • Keep keys in agency custody with documented rotation and dual control.
  • Configure retention to records policy and confirm the terms in the DPA.
  • Give assessors one evidence path in the agency SIEM across all placements.
  • Keep the API portable so applications survive a change of boundary.

How it works, step by step

  1. Classify candidate workloads and record the permitted boundary and handling rules for each.
  2. Document data flows for the chosen boundary: inputs, logs, embeddings, retention and egress paths.
  3. Place key custody in the agency's secret management with rotation, dual control and an auditable issue and revoke process.
  4. Integrate SSO with SCIM for staff and RBAC for administrative actions; keep services on scoped keys.
  5. Set prompt retention per workload to the minimum records policy allows and align it with privacy obligations.
  6. Export authentication, key lifecycle, admin and inference events to the agency SIEM, and test reconstruction.
  7. Pilot on unclassified or synthetic data with a named owner, then prepare the accreditation pack for wider use.
1Classify candidateworkloads andrecord the2Document data flowsfor the chosenboundary: inputs,3Place key custodyin the agency'ssecret management4Integrate SSO withSCIM for staff andRBAC for5Set promptretention perworkload to the6Exportauthentication, keylifecycle, admin

Try it yourself

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Boundary per classification

Public sector AI programmes rarely have a single deployment answer. A policy research assistant might run on a region-locked plane; a case-management workload may require a VPC inside an agency tenancy; national security or disconnected-site work needs on-prem or air-gapped deployment. Plugsky supports all four with the same OpenAI-compatible API, so the classification decision does not force an application rewrite.

That portability matters over a multi-year programme: workloads move as classifications change, and the migrations stay in the deployment layer rather than in code.

Controls and evidence assessors expect

Private deployment answers where data lives; accreditation also asks who can reach it and how you prove it. Design the evidence trail at the same time as the topology.

  • Key custody: agency-held secrets, rotation schedule, dual control, documented revocation.
  • Identity: SSO with SCIM for staff, scoped keys for services, RBAC for admin actions.
  • Retention: configured per workload and aligned with records and privacy obligations.
  • Audit: auth, key, admin and inference events in the SIEM, reconstructable per workload.

Keep the scope statement honest: Plugsky provides the model API, deployment variants, scoped authentication, retention settings and audit events — not identity proofing, classification authority or accreditation.

Procurement, cost and capability reality

Self-hosting carries capacity, patching and incident-response costs that belong in the business case alongside licensing. Compare on-prem and VPC options with the flat monthly plans on the live pricing page so the trade-off is explicit: control versus operational effort.

Confirm capability coverage for each use case before acceptance testing. Chat completions with streaming, JSON mode and function calling, plus embeddings, are live in all placements. Audio, images, files, batch, moderation, fine-tuning and assistants endpoints are labelled coming soon, so design around extraction adapters until they ship.

Honest comparison

ConcernRegion-locked planeVPC deploymentOn-prem or air-gapped
Data locationSovereign Plugsky regionAgency cloud tenancyAgency network or enclave
Classification fitControlled and lowerControlledClassified, subject to assessment
Key custodyAgency-managedAgency cloud secretsAgency secret management
Update pathVendor-managed, region-boundProvider and vendorAgency-controlled import
Operational effortLowest of the private optionsModerateHighest

Frequently asked questions

Can different workloads use different boundaries?

Yes, and they usually should. Match each workload to the lightest boundary that satisfies its classification, and keep one OpenAI-compatible integration pattern so moves stay cheap.

Who holds the keys?

The agency does, in its own secret management, with rotation, dual control and documented revocation procedures that assessors can inspect.

How is retention handled?

Retention is configurable per workload. Set the minimum records policy allows and confirm the contractual terms in the DPA before production.

Which workloads suit air-gapped deployment?

Classified or disconnected-site workloads where no external network path is permitted. Model bundles and platform updates are carried in under the licensing agreement and agency change control.

What evidence is available to auditors?

Authentication, key lifecycle, administrative and inference events exported to the agency SIEM, giving one reconstruction path across placements.

Does Plugsky meet our procurement framework?

Review the documented security controls, deployment options, SLA and DPA against your framework. Plugsky supplies the technical evidence; the agency makes the compliance determination.

How do we start?

Run a pilot on unclassified or synthetic data on the free plan, prove the workflow, then plan accreditation for production use.