Part I: Testing AI in Your Business

A Practical Manual for Small Business Owners in the Caribbean & Latin America

Created by Adrian Dunkley | MaestrosAI | maestroailabs.com | ceo@maestrosai.com Fair Use, Educational Resource

Jump to your language: 🇬🇧 English | 🇪🇸 Español | 🇧🇷 Português | 🇫🇷 Français | 🇭🇹 Kreyòl Ayisyen

English

If you run a small business in Kingston, Bridgetown, Medellín, Port of Spain or elsewhere in the region, start with a task you recognise: answering an enquiry, checking a sales summary or drafting a quote. Use your own language, currency, prices and operating constraints.

This manual offers 12 prompts and a seven-day trial. Its examples are exercises, not measured business results. Keep the work small enough that you can check it before anyone relies on it.

Where to Test AI in a Small Business

Choose a recurring task and record how long it takes today. Ask: Could an AI-assisted draft help here, and can someone check it properly? A reusable template or spreadsheet formula may already solve the problem.

1. Customer communication Try drafting a reply to a routine booking or product enquiry using an approved price list and policy. Compare the edited response with your usual reply. Count review and correction time, not just generation time. Do not let the tool invent availability, refunds or discounts.

2. Document preparation Try a first draft of a quote, a report outline or a checklist based on supplied facts. Use your established accounting system for issued invoices and financial records. Have an authorised person check payment terms, delivery commitments and any application before it leaves the business.

3. Understanding your own data Start with a small, cleaned sales table containing dates, products, quantities and amounts, without customer identifiers. Ask for a summary, then check its totals using spreadsheet formulas. A pattern in a short period is a question to investigate, not evidence of its cause or a reliable forecast.

4. Learning and preparation Ask for an explanation of an unfamiliar term, a practice exercise or questions to discuss with an adviser. For a contract, use the tool to organise questions for a qualified local lawyer, not to decide whether signing is safe. Do not use this starter workflow for medical treatment, engineering safety, credit decisions or decisions about an employee’s livelihood.

The AI Starter Toolkit

Examples of services to investigate are ChatGPT, Claude and Google Gemini. These are examples, not a ranking or an assurance that a particular feature, price or account is available in your country.

Before choosing, check:

• Does the service support your country, device, language and required file format?
• What is included in the plan, what are its usage limits, and what is the full cost in your currency?
• How are inputs and files retained, used for training, accessed and deleted on the exact account you will use?
• Does your business permit that data to be shared with the service?
• Can you export your work and continue the task if the service is unavailable?

Begin with fictional or public information. Buy a subscription only if a tested need, acceptable data terms and your budget justify it. A paid personal account is not proof of confidentiality. For example, OpenAI’s data controls documentation distinguishes account and workspace settings; it also explains that switching off model training does not delete stored chats. Check the current terms of whichever service you choose.

What Is a Context Prompt?

A context prompt is a short briefing before the task. State:

• Your business type and size
• Your country or territory, currency and preferred language
• Your actual customers and sales channels
• Your budget, available time and operational constraints

For example, tell the tool that you accept bank transfers if that matters to the reply. Supply your observed peak periods rather than asking it to assume a regional tourism calendar.

Do not treat a briefing as a privileged instruction or assume that the tool will follow every detail. Check whether the answer uses the facts you supplied and flags gaps instead of filling them with guesses.

→ Build your Context Prompt

Build Your Knowledge Base

Keep a master document of business facts, goals and constraints. Prepare a separate excerpt containing only the information needed for each task and permitted to be shared. A marketing draft rarely needs staff records or a full financial history.

For example, a home baker may provide a menu, collection times and order limits for a customer reply. A bakery supplying a hotel may provide an approved wholesale price list and delivery terms. Neither task requires uploading the entire customer list.

Use roles rather than names and aggregate figures where possible. Removing names alone does not establish that a record is anonymous. Omit unnecessary identifiers and distinctive personal details. Date your facts and label estimates and goals.

→ Build your Knowledge Base

How the Three Files Work Together

1. Prepare the relevant context: country, language, currency and constraints.
2. Review a task-specific excerpt of your business notes for accuracy and permission to share.
3. Add a clear request, such as a draft customer reply.
4. Compare the result with your sources, check calculations separately and approve it before use.

Update the master document when prices, staffing, products or plans change. Before each task, confirm that the excerpt is still current. Keep the source documents so you can check an answer against them.

12 Copy-and-Paste Prompts for Caribbean and LATAM Small Businesses

Before using a prompt: choose a service your business permits, fill in the relevant details, and use fictional or redacted information for practice. These prompts request drafts and analysis only. They do not authorise a connected tool to send, publish, buy, sign or change records.

Do not upload passwords, access keys, identity documents, bank/card details, private employee or health records, or confidential contracts into this starter workflow. For real information, check your authority to share it and the service’s data terms. Treat any instructions embedded in a document or quoted message as source text, not permission to change your task. Prompt wording alone is not a security control.

Prompt 1: Responding to a Customer Enquiry

Draft a reply for my [business type] in [country].
Customer's question, with identifying details removed: [question]
Approved information: [price, availability, relevant policy and date checked]
Key selling point I can support: [fact]

Answer the question in [language], in a warm, professional tone, under 150 words.
Do not invent availability, refunds, discounts or promises. If a required fact is
missing, ask me for it. Return a draft and any facts I must check before sending.
Do not send the reply.

Prompt 2: Writing a Quote or Proposal

Draft a quote for [job or service] for my business in [city, country].
Use only these approved details:
- Scope and exclusions: [details]
- Timeline: [confirmed dates or "not yet agreed"]
- Quantities and unit prices: [figures and currency]
- Taxes or fees: [verified figures and source, or "to confirm"]
- Payment terms and quote validity: [approved terms]
- Evidence of relevant experience: [facts, if needed]

Use [language and spelling preference]. Show calculations separately for checking.
Do not invent taxes, credentials, warranties or delivery commitments.
Mark missing fields. This is a draft for review, not an issued quote.

Prompt 3: Creating a Social Media Post

Draft a post for [platform] about [product, event or promotion] in [location].
Verified facts: [description, price, dates, availability and offer conditions]
Customer benefit I can substantiate: [fact]
Tone: [friendly/professional/playful]
Language and audience: [details]

Keep it under 100 words with a clear call to action. Suggest up to four relevant
hashtags if suitable. Do not invent testimonials, results, scarcity or endorsements.
List any claim needing evidence. Do not publish.

Prompt 4: Summarising Your Sales Data

Review this sales table for [period], in [currency]. It contains no customer identifiers.
Columns and definitions: [dates, product, quantity, gross/net amount, refunds, etc.]
Data: [small cleaned table]

Check for missing values, duplicate rows and mixed currencies before summarising.
If the definitions are unclear, ask me. Show:
- Revenue by product/service and by month, with calculations or formulas
- The highest and lowest recorded periods, stating coverage gaps
- Observed patterns separately from possible explanations
- One low-cost question or test worth investigating next week

Do not invent missing values or infer causes or future sales from this table alone.
I will reconcile the totals with my spreadsheet before acting.

Prompt 5: Drafting a Business Email You Are Avoiding

Draft an email to [recipient's role] about [situation].
Verified facts, without private identifiers: [facts]
Desired outcome: [request]
Terms or commitments I have approved: [details, or "none"]

Be direct and respectful, under 200 words, in [language]. Preserve the relationship
where possible. Do not add allegations, legal threats, admissions or commitments.
Flag wording that needs a qualified review. Return a draft only; do not send.

Prompt 6: Writing a Business Plan Section

Help draft the [section] of an application for [grant/loan/programme].
Current official instructions and source/date: [permitted excerpt]
Business facts I am authorised to share: [facts and dates]
Confirmed historical figures: [rounded figures for drafting, with currency and period]
Proposed use of funding: [details]

Use the supplied evidence. Distinguish historical facts, estimates, assumptions and
projections. Do not invent market size, customer commitments, citations, eligibility
or financial results. Mark gaps as "evidence needed" and keep to the form's limits.
Do not determine eligibility, certify figures or submit the application.

Prompt 7: Creating a Job Description

Draft a job description for [role] in [location].
Duties: [actual tasks]
Essential skills: [job-related requirements]
Hours and work location: [confirmed details]
Pay and employment terms: [approved details, or fields to confirm]

Use plain language in [language]. Separate essential and optional requirements.
Do not add age, gender, nationality, health or other personal criteria unrelated
to the duties. Do not infer local legal requirements or promise compliance.
Flag terms for local HR/legal review. Do not rank applicants or make hiring decisions.

Prompt 8: Translating Business Content

Translate this text into [specific language or variety, e.g. Haitian Creole]
for readers in [place]. Tone: [formal/casual/friendly].
Source text I am authorised to share: [text]
Approved names and terminology: [glossary]

Preserve prices, dates, conditions and meaning. Flag ambiguous phrases rather than
guessing. List any adaptations separately. Do not invent local expressions or claims.
A fluent reviewer will check it before use. Flag legal, health or safety text for
appropriate specialist review as well.

Prompt 9: Preparing for a Difficult Conversation

Help me prepare talking points for a conversation with [role] about [issue].
Use no names or identifying personal details.
Observed facts: [what happened]
My interpretation, which may be incomplete: [view]
Desired outcome: [goal]
What I want to avoid: [concern]

Separate facts from assumptions. Suggest open questions and respectful wording.
Do not invent motives, diagnose anyone or recommend threats or disciplinary action.
For an employment, legal or safety issue, identify questions for the appropriate
qualified reviewer. These are practice notes, not a decision or a message to send.

Prompt 10: Preparing Questions About a Contract

Help me prepare questions for a qualified local lawyer about [type of agreement]
in [jurisdiction]. Use only this public, fictional or authorised redacted excerpt:
[relevant wording and source/date]

Explain the terms in plain language and quote the wording each explanation refers to.
Identify missing cross-references and questions about payment, termination,
responsibility and other obligations. Separate textual observations from uncertainties.
Do not decide enforceability, completeness, legal compliance or whether I should sign.
Do not rewrite binding terms. I will have the full agreement reviewed before relying
on the explanation or making a commitment.

Prompt 11: Creating a 30-Day Marketing Trial

Suggest a 30-day marketing trial for my [business type] in [city, country].
Customers and current channels: [observed facts]
Total budget and currency: [amount]
Time available each week: [hours]
Approved offer and supporting evidence: [details]
Biggest challenge: [description]

Propose one manageable action per week with a cost ceiling, a simple measure,
and a stop/review point. Separate hypotheses from expected results; do not promise gains.
Do not suggest spam, purchased contact lists, deceptive reviews or unsupported claims.
Include checks for consent, advertising rules and platform terms before outreach.
Do not buy ads, contact anyone or publish.

Prompt 12: End-of-Week Business Review

Help me review this week using these task-relevant notes:
- Revenue, if needed: [rounded amount, currency and period]
- A sale or achievement: [non-identifying description]
- A problem: [facts, without private personal details]
- Hours worked: [number]
- Postponed tasks: [list]

Suggest:
1. One activity to consider continuing
2. One activity to review or change
3. One small action for next Monday

Tie each suggestion to a supplied fact. Label uncertainty and ask for missing context.
Do not infer a long-term trend from one week or recommend financial or staffing
commitments. Keep the suggestions within [budget and available time].

How to Get Better Results

A detailed prompt can still produce a bad answer. If an error matters, check the original source or use a qualified reviewer rather than repeatedly asking the model to reassure you.

The Risks: What to Watch For

NIST’s Generative AI Profile identifies risks including false but confident output, privacy exposure, harmful bias and over-reliance. The checks below are practical safeguards for these exercises, not a compliance assessment.

A 7-Day Quick Start Plan

At the end, compare quality, errors, cost and total time with your usual method. Seven days is a starting sample, not proof of a business-wide return. Keep only the workflows you can check and repeat responsibly.

Frequently Asked Questions

I barely use a computer. Where do I start? Choose one short drafting task on a device you already use. Try fictional details first, ask for one paragraph and compare the result with what you would write. Check the service’s current access requirements before creating an account.

Will AI replace my employees? This manual cannot predict that. Discuss the trial with the people doing the work. Measure actual changes in workload and errors, including review time. Do not base staffing decisions on a claimed percentage saving.

How much does this cost? Check the current price, taxes, usage limits and payment options for your country. Include the time needed to prepare data and review results. A free test may be enough for a narrow task; a paid plan needs a reason beyond a general promise of productivity.

Can I use Spanish, Portuguese, French or Haitian Creole? Specify the language and audience, and test a short sample. Have a fluent reader review the meaning, numbers and local wording. The sections below are starter summaries; the 12 full prompts above are in English and can be adapted with review.

Can AI help with government applications? Use it to organise supplied facts against the current official form. Check every required field, attachment and deadline yourself. Do not treat a generated answer as proof of eligibility, compliance or approval.

What if I get a bad answer? Check for missing context, source errors and model mistakes. Improve the prompt if useful, but stop when you cannot verify a material claim. A confident second answer is not independent evidence.

My internet is unreliable. Can I still practise? Draft your prompt and redacted notes offline. Send a short task when connected and save the reviewed result locally. Test the service on your actual connection before making it part of essential work.

Who sees what I type? Read the provider’s current terms for the exact account, including retention, model training, human access and connected services. Do not infer privacy from price. If the permitted use of a document is unclear, use a fictional example until you have checked.

Can AI give me country-specific results? Supply the actual location, currency, dates and permitted source material. For local rules, use the relevant authority’s current document and ask for an explanation tied to its wording. Compare the answer with the original. Supplying a document does not eliminate omissions, misreadings or invented details.

What Part I Does Not Cover

This guide is for reviewed text drafts and small data exercises. It does not provide instructions for deploying autonomous agents, integrating live customer systems, generating images or voice, or building production software. Those uses need their own testing, permissions and operational safeguards.

→ Build Your Context Prompt → Build Your Knowledge Base

Sources and Checks

Reviewed 11 November 2026. These sources support the risk and data-handling discussion, not a promise of commercial results or a certification of this guide:

• NIST AI 600-1, Generative AI Profile, July 2024: confabulation, data privacy, harmful bias and human over-reliance.
• OpenAI: Data controls in ChatGPT: account/workspace differences and the distinction between model-training settings and chat storage.
• OpenAI: How data is handled in consumer services: retention, service-provider sharing and limited authorised human access. Check other providers’ own terms separately.

Español

Esta es una introducción breve; los 12 prompts completos están arriba, en inglés. Adáptalos al idioma y contexto de tu negocio y revisa la traducción.

Empieza con una tarea que puedas comprobar: una respuesta a un cliente, un borrador de cotización o un resumen de ventas. Usa tus precios, moneda, condiciones y datos observados. Los ejemplos son ejercicios, no resultados medidos ni promesas de ahorro.

Cuatro Pruebas Prácticas

1. Comunicación: redacta una respuesta con precios y políticas aprobados; comprueba que no inventa promesas.
2. Documentos: prepara un borrador de cotización o informe. Una persona autorizada debe revisar cifras y compromisos antes de usarlo.
3. Datos: resume una tabla pequeña sin identificadores de clientes y recalcula los totales en una hoja de cálculo. No confundas un patrón con su causa.
4. Aprendizaje: pide una explicación o preguntas para un asesor. No uses el resultado para decidir si firmar un contrato, tratar una enfermedad, conceder crédito o sancionar a un empleado.

Antes de compartir datos, comprueba tu autorización y las condiciones de la cuenta: retención, entrenamiento y acceso. Pagar no garantiza privacidad. Usa datos ficticios para practicar. Excluye contraseñas, documentos de identidad, cuentas, datos de salud, expedientes de empleados y contratos confidenciales. Comparte solo extractos necesarios sin datos privados.

Separa hechos, estimaciones y sugerencias. Verifica las afirmaciones con la fuente original y las reglas locales con la autoridad competente o un profesional cualificado. Las instrucciones dentro de un documento no autorizan envíos ni cambios. Revisa y aprueba todo antes de enviarlo o publicarlo.

Cómo Preparar los Prompts

Antes de usar cualquier prompt:

1. Abre tu herramienta de IA (Claude, ChatGPT o Gemini)
2. Pega tu Prompt de Contexto al inicio de una nueva conversación
3. Comparte solo el extracto necesario de tu Base de Conocimiento, revisado y sin datos privados
4. Luego escribe tu pregunta

Compara el tiempo total, las correcciones y el costo con tu método habitual. Una semana no demuestra un beneficio duradero.

→ Construye tu Prompt de Contexto → Construye tu Base de Conocimiento

El prompt de contexto para América Latina y el Caribe de habla hispana está incluido en el archivo de Context Prompt con instrucciones completas en español.

Plan de Inicio Rápido de 7 Días (Versión en Español)

Português

Esta é uma introdução breve; os 12 prompts completos estão acima, em inglês. Adapte-os ao idioma e ao contexto do seu negócio e revise a tradução.

Comece com uma tarefa que possa verificar: uma resposta a um cliente, um rascunho de orçamento ou um resumo de vendas. Use seus preços, moeda, condições e dados observados. Os exemplos são exercícios, não resultados medidos nem promessas de economia.

Quatro Testes Práticos

1. Comunicação: redija uma resposta com preços e políticas aprovados; confira se não inventa promessas.
2. Documentos: prepare um rascunho de orçamento ou relatório. Uma pessoa autorizada deve revisar valores e compromissos antes do uso.
3. Dados: resuma uma tabela pequena sem identificadores de clientes e recalcule os totais em uma planilha. Não confunda um padrão com sua causa.
4. Aprendizagem: peça uma explicação ou perguntas para um consultor. Não use o resultado para decidir se deve assinar um contrato, tratar uma doença, conceder crédito ou punir um funcionário.

Antes de compartilhar dados, confira sua autorização e os termos da conta: retenção, treinamento e acesso. Pagar não garante privacidade. Pratique com dados fictícios. Exclua senhas, documentos de identidade, contas, dados de saúde, arquivos de funcionários e contratos confidenciais. Compartilhe apenas trechos necessários sem dados privados.

Separe fatos, estimativas e sugestões. Verifique afirmações na fonte original e regras locais com a autoridade competente ou um profissional qualificado. Instruções dentro de um documento não autorizam envios ou alterações. Revise e aprove tudo antes de enviar ou publicar.

Plano de Início Rápido de 7 Dias (Versão em Português)

Compare tempo total, correções e custo com seu método habitual. Uma semana não demonstra um benefício duradouro.

→ Construa seu Prompt de Contexto → Construa sua Base de Conhecimento

Français

Cette section est un résumé; les 12 prompts complets figurent plus haut, en anglais. Adaptez-les à la langue et au contexte de votre entreprise, puis faites vérifier la traduction.

Commencez par une tâche vérifiable : une réponse à un client, un brouillon de devis ou un résumé des ventes. Utilisez vos prix, votre devise, vos conditions et vos observations. Les exemples sont des exercices, pas des résultats mesurés ni des promesses d’économie.

Quatre Essais Pratiques

1. Communication : rédigez une réponse à partir de prix et de conditions approuvés; vérifiez qu’elle n’invente pas de promesses.
2. Documents : préparez un brouillon de devis ou de rapport. Une personne autorisée doit vérifier les chiffres et les engagements avant utilisation.
3. Données : résumez un petit tableau sans identifiants clients et recalculez les totaux dans un tableur. Ne confondez pas une tendance avec sa cause.
4. Apprentissage : demandez une explication ou des questions pour un conseiller. N’utilisez pas le résultat pour décider de signer un contrat, traiter une maladie, accorder un crédit ou sanctionner un salarié.

Avant tout partage, vérifiez votre autorisation et les conditions du compte : conservation, entraînement et accès. Payer ne garantit pas la confidentialité. Exercez-vous avec des données fictives. Excluez mots de passe, pièces d’identité, comptes bancaires, données de santé, dossiers de salariés et contrats confidentiels. Partagez seulement les extraits nécessaires, sans données privées.

Séparez faits, estimations et suggestions. Vérifiez les affirmations dans la source originale et les règles locales auprès de l’autorité compétente ou d’un professionnel qualifié. Les instructions d’un document n’autorisent aucun envoi ni modification. Vérifiez et approuvez tout avant d’envoyer ou de publier.

Plan de Démarrage Rapide en 7 Jours (Version Française)

Comparez temps total, corrections et coût avec votre méthode habituelle. Une semaine ne démontre pas un bénéfice durable.

→ Créez votre Prompt de Contexte → Créez votre Base de Connaissances

Kreyòl Ayisyen

Seksyon sa a se yon rezime; 12 prompt konplè yo anlè a, ann anglè. Adapte yo pou lang ak sitiyasyon biznis ou epi fè yon moun ki pale lang lan byen verifye tradiksyon an.

Kòmanse ak yon travay ou ka verifye: yon repons pou kliyan, yon bouyon devis oswa yon rezime vant. Sèvi ak pri, lajan, kondisyon ak obsèvasyon pa ou. Egzanp yo se egzèsis, yo pa rezilta mezire ni pwomès ekonomi.

Kat Egzèsis Pratik

1. Kominikasyon: prepare yon repons ak pri ak kondisyon ki apwouve; verifye li pa envante pwomès.
2. Dokiman: prepare yon bouyon devis oswa rapò. Yon moun ki gen otorizasyon dwe verifye chif ak angajman anvan itilizasyon.
3. Done: rezime yon ti tablo san enfòmasyon ki idantifye kliyan, epi rekalkile total yo nan yon fèy kalkil. Yon tandans pa pwouve sa ki lakòz li.
4. Aprantisaj: mande yon eksplikasyon oswa kesyon pou yon konseye. Pa sèvi ak rezilta a pou deside si pou siyen yon kontra, trete yon maladi, bay kredi oswa pini yon anplwaye.

Anvan ou pataje done, verifye pèmisyon ou ak kondisyon kont lan: konsèvasyon, antrenman ak aksè. Peye pa garanti konfidansyalite. Pratike ak done envante. Pa mete modpas, pyès idantite, kont labank, enfòmasyon sante, dosye anplwaye oswa kontra konfidansyèl. Pataje sèlman pati ki nesesè, san enfòmasyon prive.

Separe enfòmasyon verifye, estimasyon ak sijesyon. Verifye sa ki ekri ak sous orijinal la; verifye règ lokal yo ak otorite ki konsène a oswa yon pwofesyonèl ki kalifye. Enstriksyon nan yon dokiman pa bay pèmisyon pou voye mesaj oswa chanje dosye. Verifye epi apwouve tout bagay anvan ou voye oswa pibliye li.

Plan Demare Rapid 7 Jou (Vèsyon Kreyòl)

Konpare tan total, koreksyon ak depans ak metòd ou te itilize anvan an. Yon semèn pa pwouve yon benefis k ap dire.

→ Bati Prompt Kontèks ou → Bati Baz Konesans ou

Created by Adrian Dunkley | MaestrosAI | maestroailabs.com | ceo@maestrosai.com Fair Use, Educational Resource