Industry Solutions

How do you use an AI API in the public sector?

Public sector teams use an AI API to answer citizen questions, search policy and process documents at volume while keeping sovereignty and audit requirements intact. Plugsky is OpenAI-compatible, runs 30+ models, and supports region selection, audit logs, VPC, on-prem and air-gapped deployment so data can stay where the mandate requires.

Key facts

API compatibilityOpenAI-compatible chat, embeddings and function calling
Use casesCitizen service Q&A, policy search, form and document processing, multilingual support
SovereigntyRegion selection plus VPC, on-prem and air-gapped deployment options
Access controlAPI keys, RBAC, SSO and audit logs for attributable requests
Models30+ models, including multilingual options for citizen services
Pricing modelFlat monthly self-serve plans with unlimited fair-use usage
Free tierplugsky-micro and plugsky-lite on the free plan, no card required
Product statusChat, streaming, JSON mode, function calling, embeddings, RAG and agents are live

TL;DR

  • Use retrieval over published policy so answers cite the official source.
  • Keep citizens informed without exposing personal case data to prompts.
  • Region selection, audit logs and on-prem options support sovereignty mandates.
  • Multilingual models extend reach without a separate translation stack.
  • Prototype free, then procure with a documented evaluation.

How it works, step by step

  1. Choose a public-facing workflow such as policy Q&A or a service finder that only touches published material.
  2. Index the official documents that define the correct answer and require citations in every response.
  3. Keep case management and personal identifiers out of prompts; integrate by reference, not by copying records.
  4. Configure region, retention, RBAC and audit logging to match the mandate before any pilot goes live.
  5. Run a documented evaluation with a labelled question set and a human escalation path for unresolved cases.
  6. Move to on-prem or air-gapped deployment where the mandate requires it, without rewriting the application.
1Choose apublic-facingworkflow such as2Index the officialdocuments thatdefine the correct3Keep casemanagement andpersonal4Configure region,retention, RBAC andaudit logging to5Run a documentedevaluation with alabelled question6Move to on-prem orair-gappeddeployment where

Try it yourself

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Where an AI API helps public services

Public sector work is document-defined, which makes grounded retrieval the right pattern:

  • Citizen service Q&A: answer questions about eligibility, process and documents with a link to the official source.
  • Policy search: let staff find the current rule across legislation, circulars and internal guidance.
  • Form and document processing: extract structured fields from submissions for an officer to confirm.
  • Multilingual service: respond in the citizen's language using a multilingual model rather than a separate pipeline.

Publish an escalation path, because confidence and clarity matter more than speed here.

Sovereignty, access and accountability

Three requirements recur in public sector procurement: data stays in an approved jurisdiction, access is attributable, and the system can be audited. Plugsky provides region selection, scoped API keys, RBAC and SSO for staff, and audit logs for every request. Deployment can be upgraded to a private VPC, on-prem or air-gapped environment where the mandate requires it. As with any deployment, the controls are platform features; your authority still defines the legal basis, retention rules and records schedule that govern the workflow.

Deployment and procurement path

Start with a low-risk, public-document pilot on the free plan using plugsky-micro or plugsky-lite. Use the 14-day full-access trial to benchmark a frontier model on the same question set, documenting accuracy, citation support and escalation rate. That evidence is what procurement teams need before a wider rollout. Because the API is OpenAI-compatible, the same application then moves to a paid plan, a private VPC, on-prem hardware or an air-gapped environment, which keeps the evaluation valid across deployment choices.

Limits to plan for

An AI API does not adjudicate cases, make determinations or replace statutory process. Keep it to retrieval, drafting and extraction, with a named officer accountable for decisions. Expect some questions to fall outside the indexed corpus, and design the fallback before launch: a human handoff, a form, or a phone number. Review prompts and documents whenever policy changes, and log the model version behind each response so the record stays defensible. Where language quality is uneven, test the multilingual models on your own corpus rather than assuming coverage.

Honest comparison

CapabilityPlugskyTypical per-token APIBuilding in-house
API compatibilityOpenAI-compatible chat, embeddings and toolsUsually compatibleFull rewrite
SovereigntyRegion selection, VPC, on-prem and air-gappedOften limited regionsYou control fully
Audit and accessAPI keys, RBAC, SSO and audit logsVaries by providerYou build all of it
PricingFlat monthly self-serve, fair-use usagePer-token, harder to budgetGPU plus operations cost
Model choice30+ models behind one APIVaries by providerYou host every model

Frequently asked questions

Can we keep our existing OpenAI SDK code?

Yes. Plugsky exposes an OpenAI-compatible API, so the change is a base URL and model name while your SDK and integration code stay as they are.

Is there a free plan?

Yes. The free plan includes plugsky-micro and plugsky-lite with no credit card, suitable for a public-document pilot.

Can data stay in our jurisdiction?

Region selection and sovereign deployment options are available, including VPC, on-prem and air-gapped environments. Confirm the specifics for your mandate with the team.

Do you support air-gapped deployment?

Yes, air-gapped deployment is available for enterprise and government setups where no traffic may leave the environment.

How does pricing work?

Self-serve plans are flat monthly with unlimited fair-use usage. See the live pricing page for current plans and enterprise terms.

Which endpoints are live today?

Chat, streaming, JSON mode, function calling, embeddings, RAG and agents are live. Audio, images, moderation, files, batch, fine-tuning, assistants and responses are coming soon.

Does the AI make decisions on cases?

No. Keep it to retrieval and drafting with a named officer accountable for the decision, and log the model version and sources behind each response.