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THE CARIBBEAN & LATIN AMERICA ADRIAN DUNKLEY ↗
Sector

Government and Public Sector

Bounded public-document exercises with accountable review and access to a person.

Parliament west wing, Bridgetown, Barbados
Parliament west wing, Bridgetown, Barbados — regani, Public domain dedication (PD-self), via Wikimedia Commons. Date: 2006-09-22. Licence terms. Original and source record. Displayed proportionally without cropping or alteration. Historical documentary context, not evidence of AI use or endorsement.
Practical guide

Citizen services, digital identity, and policy. AI for delivery and accountability.

Public sector AI is where citizen trust is built or lost. Start with internal document summaries; assess each use case separately before operational deployment.

Where AI fits

Workflows to test.

  • Citizen service triage

    WhatsApp triage for permits, taxes, and benefits with human escalation

  • Legislative summarisation

    Draft summaries of bills with citations to the exact clauses and human legal review

  • Disaster forecasting

    Summarise official weather-agency briefings without generating operational forecasts or emergency decisions

  • Procurement triage

    Flag records for authorised procurement review; an anomaly is not proof of collusion

Where AI fails

Failure modes to plan for.

  • Benefit denial

    AI rejecting benefit applications without accountable review can harm rights and access to essential services

  • Inherited bias

    Historical data encodes historical discrimination. Audit by protected group every quarter

  • Vendor opacity

    Procuring closed AI systems for decisions that affect citizens is a governance failure

Start here

Plan a measured pilot.

  1. 1 Choose one low-risk internal drafting pilot with an accountable reviewer before considering citizen-facing services
  2. 2 Stand up a risk register using the Responsible AI brief
  3. 3 Run an Incident Response tabletop drill before any launch
Reference

In depth: AI use cases for Government and Public Sector.

AI in Government & Public Sector: Caribbean & Latin America

Before using these prompts

These are proposed workflows, not reports of measured results or guaranteed savings. Country examples are suggestions to investigate, not official rankings or evidence of local deployment. Start with one task, record the existing time, cost and error rate, then compare a reviewed pilot against that baseline.

Use synthetic or anonymised examples. Do not paste personal, customer, patient, pupil or employee records into a public chatbot. Use only an organisation-approved service with an appropriate lawful basis and data safeguards. Ask for dated primary-source links for laws, prices, statistics and local services; independently open and check them. If a source or input is missing, leave it unknown. A generated answer does not establish legal compliance. A responsible person must approve consequential decisions and external communications.

Tool names are examples, not endorsements. Check current vendor terms, pricing, country availability and suitability before use.

Use official current documents and show evidence both for and against policy proposals. Public-benefit eligibility, enforcement, procurement awards and resource allocation require lawful procedures, accountable human decision-makers and an appeal route. AI flags are leads to check, not findings of wrongdoing. Emergency instructions must come from the responsible authority.

Created by Adrian Dunkley | maestroailabs.com | ceo@maestrosai.com


Government AI Use Cases

Policy Development

Prompt: "Draft a [policy brief/white paper/cabinet note] for the
Government of [country] on [policy topic].
Problem: [describe the public policy problem].
Current legislation/policy: [existing framework].
Stakeholders affected: [list].
Evidence base: [available data].
Proposed options: [list].
Target audience: [Ministers/Parliament/public].
Structure: Executive Summary, Background, Analysis, Options,
Recommendation, Implementation Plan, Resource Requirements.
Use [country]-specific data and CARICOM/regional context where relevant."

Citizen Services Automation

Prompt: "Design an AI-powered citizen service chatbot for the
[Ministry/Agency] of [country].
Services to automate: [list].
Most common queries: [list top 10 citizen questions].
Technology constraints: [mobile-first, [X]% smartphone penetration,
internet quality in [country]].
Languages required: [list - include local creoles if relevant].
Create: conversation flows for top 5 services,
FAQ database (50 Q&As), escalation protocol,
accessibility features, and implementation roadmap."

Parliamentary Research

Prompt: "Research the following for a [Member of Parliament/Senator]
in [country]'s Parliament:
Topic: [policy/bill/national issue].
Policy question to examine: [description]. Include credible evidence for and against each option..
Time: available [X hours] for research.
Provide: factual background, relevant statistics for [country],
regional comparisons (CARICOM/LatAm), legal/constitutional considerations,
5 evidence-backed arguments, including counterarguments, anticipated counter-arguments,
and source recommendations for further research."

Procurement & Contract Management

Prompt: "Create procurement documentation for [government entity] in [country]:
Project: [description]. Budget: [amount in local currency].
Timeline: [start/end dates].
Generate: Terms of Reference (ToR), evaluation criteria matrix,
compliance checklist against [country's procurement law],
supplier communication template,
and contract monitoring framework.
List questions for qualified review against [national procurement regulations]."

Regulatory Impact Assessment

Prompt: "Conduct a Regulatory Impact Assessment for a proposed
[regulation/law] in [country]:
Proposed regulation: [description].
Problem being addressed: [market failure/public safety/etc.].
Affected sectors: [list].
Estimated affected businesses: [X SMEs, Y large businesses].
Enforcement cost: [estimated].

Assess: economic impacts (positive/negative),
social impacts, environmental implications,
administrative burden on businesses,
MSME-specific impacts,
alternatives to regulation,
and international/CARICOM compatibility."

Country-Specific Government AI Priorities

CountryTop PriorityApplication
JamaicaTax compliance (TAJ)Automated audit flagging
TrinidadGATE administrationApplication processing AI
BarbadosSmart island governmentE-government hub
HaitiAid coordinationResource allocation optimization
Dominican RepublicDGII tax systemCompliance and processing
GuyanaOil revenue managementSovereign wealth planning
MexicoSAT tax authorityAutomated compliance
ColombiaDIAN tax + post-conflict developmentRevenue + rural programs
BrazilReceita Federal + SUSTax + healthcare AI
Argentinathe current national tax authority tax + social programsRevenue + welfare distribution
ChileSII tax + education (JUNAEB)Revenue + social programs
PeruSUNAT + rural developmentTax + VRAEM development

Created by Adrian Dunkley | maestroailabs.com | ceo@maestrosai.com

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Cite this page

Dunkley, Adrian. “Government and Public Sector.” LAC AI Playbook. https://aiplaybooklac.netlify.app/sectors/government-and-public-sector/. Include your access date when citing this changing resource.

Geographic coverage: Latin America and the Caribbean. This describes the subject of the guidance, not the author's location or a service address.

Credit Adrian Dunkley when quoting or adapting the playbook. Cite the original research for its findings. Third-party text, photographs and other materials retain their own rights; citation alone does not grant permission to reproduce them.