AI Solutions for Government, Function by Function
Xyner AI delivers working solutions across the five functions that carry most of government's administrative load — citizen service, casework, documents, finance and HR — each built from the same 250+ agentic capabilities, wired into your systems, and held at approval gates where officials decide. One platform underneath; one outcome measure per solution.
What are AI solutions for government?
AI solutions for government are configured agent workflows that complete a defined administrative function — handling a service request, preparing a case for determination, processing a document stream, matching invoices, running an onboarding — inside the systems a public body already operates. Each solution pairs the work with governance: role-based permissions, approval gates where an official decides, and an audit trail per case. The unit of delivery is a measured outcome, not a model.
Below is the catalog view: the five functional families, the solutions inside each, and the outcome each is accountable for. For the platform architecture underneath, see the enterprise AI platform for government; for the full program picture, the Agentic AI for Government pillar.
The solution map: five functions
Each family states what agents take over and what remains the official's alone.
Citizen & business service
Request triage, document checks at intake, registry lookups, status updates and completion notices across portal and contact-center channels. Outcome: first response in minutes, queues measured in hours not weeks. Officers determine every request outcome.
Casework & determinations support
Evidence gathering, eligibility screening against published criteria, anomaly flags and decision-ready case files with policy citations. Outcome: officers decide more cases per day with better files. Every determination is human.
Document & records operations
Classification, extraction with citations, filing to repositories and retention metadata per records-retention schedules; correspondence registered, drafted and deadline-tracked. Outcome: complete registries and audit-ready files. Officials release outgoing documents.
Finance & ERP operations
Invoice matching, exception reconciliation, commitment checks, payment-run preparation and period-end support in SAP, Oracle and public-finance systems. Outcome: straight-through processing for clean transactions. Thresholded payments require named sign-off.
HR & workforce administration
Onboarding checklists, transfers, entitlement processing, leave and records updates across HR and identity systems. Outcome: onboarding in days; files complete at audit. HR officers approve each entitlement change.
Cross-cutting solutions
Procurement support, inspection preparation, oversight reporting and interagency correspondence — built from the same capabilities and inheriting the same gates. Committees, inspectors and accountable executives keep every decision.
Inside the catalog: solutions in production terms
Nine solutions across the map — problem, agent action, outcome, approval point.
Service-request handling (F1)
Requests pile up across channels → agents classify, verify documents, query registries and stage cases → first action within minutes of submission. Approval point: officers determine outcomes.
Permit & license processing (F1)
Incomplete files dominate intake → agents validate at submission, chase missing items and assemble assessment packs → fewer rounds, shorter cycles. Approval point: licensing officers grant or refuse.
Eligibility screening (F2)
Application surges exceed screening capacity → agents verify evidence, screen against published criteria and prepare scoring summaries → consistent screening at any volume. Approval point: officers and committees decide eligibility and awards.
Case-file preparation (F2)
Officers spend hours assembling before deciding → agents gather records across case systems and registries, summarize with citations and flag gaps → deciding time replaces assembling time. Approval point: the determination itself.
Correspondence management (F3)
Deadline-bound letters sit unregistered → agents register, classify, draft from approved templates and track deadlines → registry complete, deadlines met. Approval point: officials release every reply.
Records classification & retention (F3)
Repositories grow faster than records teams → agents classify, file and tag retention per schedule → audits find order, not arrears. Approval point: records officers confirm dispositions.
Invoice-to-pay (F4)
Manual three-way matching delays suppliers → agents match in the ERP, reconcile exceptions and prepare payment runs → clean invoices straight through. Approval point: named sign-off above thresholds.
Grant financial administration (F4)
Disbursement checks scattered across systems → agents verify milestones, reconcile reported spend and prepare release recommendations → funds move on evidence. Approval point: the grants officer authorizes each release.
Employee onboarding (F5)
Checklists cross HR, identity and facilities → agents execute end to end, raise provisioning and keep records current → productive staff in days. Approval point: HR officers approve entitlements.
Capabilities shared by every solution
The same eight capabilities power all five functions — configure, don't rebuild.
Goal execution
A defined outcome in, completed administrative steps out — planned per case.
Document intelligence
Forms, certificates and evidence read and extracted with source citations.
Multi-system execution
Portal, case system, ERP and registry updated by one workflow.
Policy grounding
Reasoning anchored to your manuals and criteria, cited clause by clause.
Approval gates
Human-only steps enforced in every function, from determinations to payments.
Outbound communication
Acknowledgements, requests and notices drafted and tracked automatically.
Model routing
12+ LLM families selected per task, language and data class — private models included.
Measurement
Cycle time, backlog and escalation per solution, reported from platform logs.
Wired into the systems each function runs on
Solutions act in the system of record for their function — six integration groups cover the estate.
Service portals & CRM
Where F1 solutions receive requests and return status and outcomes.
Case & workflow systems
Where F2 casework solutions open, progress and stage cases for decision.
ERP & finance
Where F4 solutions match, reconcile and prepare — SAP, Oracle and public-finance platforms.
Document repositories & records
Where F3 solutions file, classify and apply retention — see document processing agents.
Email & correspondence
Mailboxes and queues worked under registration, drafting and deadline control.
APIs & registries
Registry checks and interoperability calls behind F1, F2 and F5 — logged per call.
All 1,000+ connectors run through one governed execution layer — scoped credentials, per-action checks, per-call audit — including ERP agent integrations.
How a solution goes live
The same six-stage lifecycle, whichever function you start with.
1. Select from the map
Choose the function and the workflow with the loudest measurable pain; record its baseline.
2. Compose the solution
Configure capabilities to your rules and connect the policy sources agents will cite.
3. Integrate the function's systems
Portal, case system, ERP or HR platform — scoped credentials per connector.
4. Set the gates
The approval matrix defines the human-only steps; the platform enforces them from the first test run.
5. Verify with the owning team
Evaluation suites plus officer-led testing on historical cases, in a non-production environment.
6. Measure, then extend
Weekly outcomes against baseline; extend to the next solution on the same foundations.
Deployment postures for every solution
Solutions follow your residency rules, not the other way around.
In-country cloud & dedicated VPC
Fast to stand up for service-facing solutions, with data held in-jurisdiction under national data-protection and residency frameworks.
Managed control plane, in-VPC data plane
Xyner operates the platform; solution execution and data stay inside your environment — a reviewable split for regulated functions.
On-premise, sovereign & air-gapped
For casework and records solutions on sensitive data: on-premise Kubernetes, sovereign cloud or air-gapped, with private LLMs inside the boundary. See deployment options.
One governance model across the catalog
Whichever solutions you run, the controls are identical — which is what makes a catalog auditable.
RBAC everywhere
Permissions scoped per solution, per agent, per system — checked on each action.
Uniform approval gates
Determinations, awards, payments and releases pause for named officials in every function.
One audit standard
The same replayable log format whether the case was a permit, a payment or a hire.
Guardrails & budgets
Tool allowlists and per-run action budgets sized to each solution's risk.
Residency by posture
Citizen data stays in-boundary across all solutions and all deployment options.
Private LLM routing
Sensitive classes confined to in-boundary models, per routing rules.
Certified platform
SOC 2 Type II, ISO 27001, GDPR-compliant, HIPAA-aligned, 99.95% SLA.
Continuous evaluation
Suites and drift detection per solution, with results kept as audit evidence.
Point solutions vs. in-house builds vs. one solution platform
Three ways to source AI solutions across five functions — compared on total institutional cost.
| Dimension | Point solution per function | In-house builds | One governed solution platform |
|---|---|---|---|
| Governance models | Five vendors, five models | Rebuilt per project | One model across the catalog |
| Integration effort | Repeated per vendor | Custom each time | 1,000+ shared connectors |
| Audit & accreditation | Per-tool reviews | Per-build reviews | One accreditation, extended per solution |
| Human-decision boundary | Varies by vendor | Varies by team | Officials decide — enforced uniformly |
| Time to second solution | Another procurement | Another project | Weeks, on existing foundations |
| Residency options | Lowest common denominator | Depends on stack | Cloud to air-gapped, every solution |
| Model strategy | Locked per tool | Hand-rolled | 12+ families, routed and governed |
| Staff experience | Five interfaces | Varies | Consistent across functions |
Rolling out the catalog: ten steps
From one measured solution to a cross-function program, checkpoints included.
1. Map pain to functions
Rank the five functions by backlog, deadline misses and peak-season stress.
2. Data-residency review
Checkpoint: set the deployment posture your frameworks require for the data involved.
3. Pick solution one
High volume, published rules, measurable baseline — one workflow, one function.
4. Security accreditation
Checkpoint: platform controls and certifications to your accreditation authority.
5. Compose & ground
Configure capabilities to your rules; connect policy sources and templates.
6. Approval-matrix sign-off
Checkpoint: the function owner signs the human-only steps before testing begins.
7. Integrate & test
Connect the function's systems; run historical cases with the owning team.
8. Production under watch
Controlled release, tightened budgets, weekly baseline comparisons.
9. Report the outcome
Publish the before-and-after; it becomes the business case for solution two.
10. Extend across functions
Reuse foundations into the next function; the catalog grows under one governance model.
Frequently asked questions — AI solutions for government
What program owners ask when scoping a solution portfolio.
What counts as an AI solution for government?
A configured set of AI agents that completes a specific administrative function — service-request handling, casework preparation, document processing, finance operations or HR transactions — inside your existing systems, under approval gates, with its outcome measured. A solution is a working workflow with governance, not a model or a chat window.
Which functions do Xyner AI government solutions cover?
Five functional families: citizen and business service delivery, casework and determinations support, document and records operations, finance and ERP operations, and HR and workforce administration — plus cross-cutting solutions such as correspondence, procurement support, inspection preparation and oversight reporting.
Do the solutions make decisions in any function?
No. In every function, officials and case officers make each determination, eligibility decision, enforcement action and award. The solutions prepare, verify, assemble, route and execute administrative steps up to approval gates, with every action logged.
Are these packaged products or custom builds?
Configured solutions on one platform: 250+ agentic capabilities and 1,000+ integrations are composed to your workflow, policies and systems. You get the speed of pre-built components with a fit to your own rules — and every solution inherits the same governance.
Can we deploy solutions one function at a time?
Yes, and most programs should. A single workflow in one function typically reaches production in 6–12 weeks; the identity, integration and governance foundations it establishes are reused by every later solution, so the second function ships faster than the first.
How do the solutions connect to our systems?
Through 1,000+ pre-built connectors — SAP, Oracle, Microsoft, Salesforce, ServiceNow, Workday, databases, document repositories and REST/SOAP APIs — spanning service portals, case systems, ERP and finance platforms, records systems and registries.
What outcomes should each function expect?
Service: faster first response and shorter queues. Casework: decision-ready files and lower per-case effort. Documents: complete, classified, retention-tagged records. Finance: straight-through invoice processing and on-time payments. HR: onboarding in days, not weeks. Each is measured from platform logs against a pre-automation baseline.
Can solutions run under our data-residency rules?
Yes. All solutions deploy to in-country cloud, dedicated VPC, hybrid, on-premise Kubernetes, sovereign cloud or air-gapped environments, and model routing can confine sensitive data to private LLMs inside your boundary.
What security governance applies across all solutions?
One model everywhere: role-based access control, approval gates, action budgets, full audit trails, evaluation suites and drift detection — on a platform certified SOC 2 Type II and ISO 27001, GDPR-compliant and HIPAA-aligned where health data applies.
How do multilingual services work?
The platform routes tasks across 12+ LLM families by capability, so one solution can read documents and draft correspondence across the languages your services operate in, with the same policy checks and audit trail in each.
How do we choose the first solution?
Pick the function with the loudest measurable pain: a visible backlog, a deadline the organization keeps missing, or a peak season that overwhelms staff. High volume plus published rules plus measurable baseline is the selection formula.
How is a solution maintained as policies change?
Policy sources are connected, not hard-coded: when manuals or criteria change, the knowledge base updates and evaluation suites re-run before the revised behavior is promoted. Drift detection watches production between changes.
Explore by angle
Each page covers a different lens on government AI.
Find Your First AI Solution for Government
Tell us which function hurts most — service, casework, documents, finance or HR — and we will map a first solution with its baseline, gates and expected outcome.
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