The problem

What the customer was up against.

A national tax agency serving 9 million taxpayers in four official languages had a 28-business-day citizen-correspondence response target it routinely missed. Refund processing for routine cases averaged 6 weeks; appeals were sitting in queues for months. Citizens were filing complaints with the parliamentary ombudsman at an accelerating rate.

The solution

What xyner built.

Deployed xyner inside the country's sovereign-cloud boundary with specialist agents for correspondence triage, case servicing, refund processing and appeal pre-screening — every decision grounded in the relevant statute, every response auditable for parliamentary and ombudsman review.

The outcomes

Measured impact.

Correspondence response time compressed from 28 days to 2 days on agent-handled cases; routine refund processing cut from 6 weeks to 5 days; appeal pre-screening cut backlog by 70%; ombudsman complaints down materially.

Executive summary

At a glance.

Situation

A national tax agency serving 9 million taxpayers in four official languages had a 28-business-day citizen-correspondence response target it routinely missed. Refund processing for routine cases averaged 6 weeks; appeals were sitting in queues for months. Citizens were filing complaints with the parliamentary ombudsman at an accelerating rate.

Intervention

Deployed xyner inside the country's sovereign-cloud boundary with specialist agents for correspondence triage, case servicing, refund processing and appeal pre-screening — every decision grounded in the relevant statute, every response auditable for parliamentary and ombudsman review.

Outcome

Correspondence response time compressed from 28 days to 2 days on agent-handled cases; routine refund processing cut from 6 weeks to 5 days; appeal pre-screening cut backlog by 70%; ombudsman complaints down materially.

Industry

Public sector · Tax administration

A European national tax and revenue agency

Scope

European Union member state

Citizen correspondence, case servicing, refund processing, appeal pre-screening

Duration

16 weeks pilot, 14 months phased rollout

From contract signature to full rollout.

Architecture

What the deployment actually looks like.

The deployment runs fully inside the country's sovereign-cloud boundary, with execution, storage and model inference all region-pinned. The control plane and data plane both live in the national cloud; cross-border data movement is structurally impossible.

Correspondence Triage Agent

Reads incoming citizen letters and emails in four official languages; classifies by topic, urgency and complexity; routes to the right caseworker or to the autonomous response path.

Case Servicing Agent

Handles routine case servicing — status updates, document acknowledgement, simple substantive questions — within statute and case context.

Refund Processing Agent

For routine refund cases (single-employer, simple income, no flags), runs the full processing flow autonomously within strict thresholds.

Appeal Pre-Screening Agent

Pre-screens incoming appeals for completeness, jurisdiction and prima facie merit; assembles the casefile for the appeals officer.

Statute-aware RAG

Every decision cites the relevant tax statute, regulation or guidance; the retrieval layer indexes the national tax code in all four official languages.

Parliamentary-grade audit

Every decision captured to a tamper-evident audit log accessible to the parliamentary ombudsman and the supreme audit institution.

Implementation timeline

How the rollout sequenced.

The deployment followed the country's formal government-AI procurement and accountability process, including a parliamentary committee briefing before go-live.

Weeks 1-6

Procurement & accountability review

Complete national-cloud sovereignty audit; brief parliamentary digital-government committee; obtain formal AI-deployment authorisation.

Weeks 7-10

Foundations

Deploy data plane and control plane in sovereign cloud; integrate national identity provider; deploy in-country model endpoints licensed for government use.

Weeks 11-14

Agent configuration

Configure four agents; load tax code, guidance and case-history into statute-aware RAG in four languages; complete first equity and language-fairness testing.

Weeks 15-16

Pilot live

Live for correspondence triage and routine case servicing only, with caseworker review of every autonomous response; metrics reviewed weekly.

Months 5-9

Refund processing rollout

Routine refund processing live; autonomy thresholds calibrated; quarterly equity review by oversight committee.

Months 10-14

Appeals pre-screening + full coverage

Appeals pre-screening live; full operational coverage achieved; oversight reviews ongoing.

Governance & controls

How the deployment is governed.

Tax administration carries unique governance: due process, equal treatment, statutory authority, appellate rights, parliamentary oversight, supreme audit institution review.

Sovereign-pinned execution

All execution, storage and model inference pinned to the national cloud. No cross-border data movement. Audited by the national cybersecurity authority.

Statute-grounded decisions

Every determination cites the relevant statute, regulation or guidance. Decisions cannot be made on grounds not traceable to statutory authority.

Equity & language fairness

Decisions and response quality tested for parity across language, region and demographic attributes; results reviewed quarterly by the agency's equity committee.

Due-process preservation

Citizens retain full appellate rights; adverse determinations always include the relevant statutory basis and the appeal pathway.

Parliamentary oversight

The parliamentary committee receives quarterly briefings on platform behaviour, outcomes and any incidents; the platform's audit trail is accessible to oversight bodies.

What other enterprises can learn

Three transferable lessons.

Three lessons for other public-sector entities deploying agentic AI for citizen-facing workflows.

1

Brief oversight bodies before go-live, not after

The parliamentary committee briefing in week 5 turned potential adversaries into design partners. By the time the platform went live, the committee already understood the architecture.

2

Multi-language is a first-class concern, not an afterthought

Treating the four official languages as equal first-class concerns from week one prevented the typical pattern of one language being well-served and others lagging.

3

Statute-grounded reasoning changed the citizen experience

Citizens accepted decisions they didn't like when the decision cited the exact statutory basis. The conversation shifted from 'arbitrary government decision' to 'documented statutory application'.

We were terrified of an AI scandal. We got a parliamentary commendation. The difference is that we treated sovereignty, accountability and fairness as design properties, not deployment afterthoughts.
Director-General, European national tax agency

Reference engagement available through your xyner account team, subject to the agency's reference protocols and required ministerial clearance.

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