Government & Public Sector · Customer interaction & experience

Citizen services & file pre-review

The request to the right unit, the file complete, the decision with the officer: justified by clause.

In short

Citizen services & file pre-review is an Aginies solution package for the Government & Public Sector sector in the “customer interaction & experience” area. What the agents do: The request is classified, the statutory deadline and responsible unit found, the case opened; documents are read, verified against agency records, gaps reported to the citizen in plain language. Expected outcomes: requests reach the right unit first time, with no lost deadline; file pre-review from hours to minutes; every decision explainable and auditable. The package uses the Intent detection, Vision extraction, Multi-source RAG, Explainable scoring capabilities of the Aginies platform and can be watched live through the Citizen services assistant: application, documents, appointment and status, Citizen request routing, Permit application check, Social assistance eligibility pre-assessment scenarios in the agent library.

The problem

Petitions reach the wrong unit, deadlines run, and missing-document checks in permit and assistance files take most of officers’ time. Black-box tools cannot be used in the public sector.

What the agents do
  1. 01The request is classified, the statutory deadline and responsible unit found, the case opened.
  2. 02Documents are read, verified against agency records, gaps reported to the citizen in plain language.
  3. 03Eligibility criteria are scored; every finding is justified with a clause number and source page.
  4. 04The administrative decision stays with the officer; sensitive fields are masked on screen, a trace kept.
Package scope
  • Application intake, document reading and completion; e-Government integration
  • Eligibility assessment with reasoning; decision pack for the officer
  • Appointment, status tracking and notices; WhatsApp and call centre
  • Petition routing and deadline tracking
What you need to start
  • API access to document management and the case system
  • Authorisation and integration for e-Government services
  • Criteria, document and deadline definitions per service
Architecture

Derived from the linked scenarios: the supervisors, specialist agents, models and systems that run this package.

Supervisors
Citizen Services SupervisorRequest SupervisorPermit SupervisorSocial Assistance Supervisor
Specialist agents
Dialogue AgentEligibility AgentDocument AgentCase AgentClassification AgentSLA AgentRegulation AgentFile AgentVerification AgentCitizen Comms Agent
Models (Hub catalogue)
aginies-talay-2aginies-tulpar-4aginies-konrul-1aginies-sunkar-1
Systems touched
WhatsApp Businesse-Government GatewayCase ManagementDocument StoreAppointment Systeme-Devlet GatewayLegislation Vector StoreSMS GatewayGIS / Zoning PlanRegulation Vector StoreExchange / M365 MailSocial Assistance Information SystemCivil Registry / Income ServicesEligibility Criteria (vector)
Channels
whatsappvoicewebappemailbatch
Simulation volumes
308,100runs / month
94.8%success rate
7 smedian duration
$0.002estimated cost / run

Summed from the simulation definitions of the linked scenarios; recalculated for your scale in the discovery session.

Outcomes
  • Requests reach the right unit first time, with no lost deadline
  • File pre-review from hours to minutes
  • Every decision explainable and auditable
Capabilities used
Intent detectionVision extractionMulti-source RAGExplainable scoringPII maskingAir-gap deployment
Explore the platform →
Measured targets
Documents asked of the citizen again70% fewer
Application pre-review timeFrom days to minutes
Correct first routing95% and above

Target ranges from comparable deployments; baseline and target are fixed together in the first week of the pilot.

Governance and approval rules

Scenario-level approval rules plus the package’s general controls.

  • Citizen services assistant: application, documents, appointment and statusBorderline eligibility, inconsistent document or another application in the household → officer review
  • Citizen request routingClassification confidence < 0.85 or staff complaint → registry officer approval
  • Permit application checkEvery permit decision is taken by the licensing officer; the system only pre-reviews
  • Social assistance eligibility pre-assessmentThe assistance decision is always with the case officer; the agent pre-assesses
  • packageThe decision always sits with the officer; the agent prepares the eligibility pack
  • packageData in the public cloud or the institution’s data centre; access by authorisation
Rollout
  1. 1 · Discovery and design · 2–3 weeksThe 20 most frequent intents and transactions are chosen, identity and approval thresholds written with information security, channel and system integrations listed.
  2. 2 · Pilot · 4–6 weeksOne channel, a limited customer group; the test corpus runs, a human representative shadows, thresholds tuned on real traffic.
  3. 3 · Scale-outRemaining channels and transactions added; dashboards, SIEM forwarding and kill-switch handed over; monthly model and rule review begins.

Time to move from experimenting with AI to transforming with it.

In a 30-minute discovery session we take your 2–3 priority business problems, show a live demo of a similar scenario, and draft a roadmap that starts with the Value layer.

Book a 30-minute discovery session → dahi@aginies.com
  1. Your 2–3 priority problems
  2. Live demo of a similar scenario
  3. Roadmap starting with value analysis