Practical AI work in Aruba
Created by Adrian Dunkley, MaestrosAI, for the LAC AI Playbook.
These are proposed tasks to test, not evidence of local AI adoption or promised financial returns. Start with one document, an identifiable reviewer and an output that can be checked against the source.
Before starting
Use synthetic or approved non-sensitive material. Keep identity documents, medical records, personal financial information, customer files and children’s data out of general chatbots. Check the selected tool’s availability, costs, retention and access controls.
AI must not decide credit, employment, immigration or healthcare outcomes. Legal, clinical, engineering, navigation and emergency decisions belong to qualified people and responsible authorities. A draft is not permission to publish, file, contact anyone or make a payment.
1. San Nicolas art information that credits its makers
Aruba’s tourism site documents the murals in San Nicolas. Use this as a starting point for a visitor information sheet, then obtain descriptions and image permissions from the relevant artists or organisers. Do not invent symbolism or treat a photograph online as permission to reproduce it.
Starter prompt
Edit these approved mural descriptions into a visitor handout. Preserve artist names and credits. List missing image permissions and disputed dates separately. Do not invent cultural meanings, opening hours, tour availability or a walking route.
Review: An organiser checks credits, permissions and practical details before the handout is shared.
2. A guest information sheet for one property
Ask a hotel or guesthouse to provide its actual amenities, accessibility details, prices and cancellation terms. Prepare a short version for staff to use consistently. If Papiamento is requested, arrange review by a competent local speaker rather than assuming a model translation is ready for guests.
Starter prompt
Draft a guest FAQ from these approved property facts. Keep prices and their currency exactly as supplied. Mark unknown information as requiring staff confirmation. Do not promise upgrades, refunds, beach access or suitability for a water activity.
Review: Check each answer against the property record. The operator, not the model, determines activity suitability and safety.
3. Product copy without invented aloe claims
For an aloe-product seller, start with approved labels and documented product specifications. Treat origin, ingredients, certifications and health claims as evidence questions, not creative-writing opportunities.
Starter prompt
Create a draft product comparison sheet using only the supplied labels. Preserve product sizes and directions exactly. Flag unsupported origin, sustainability, sun-protection or therapeutic statements. Do not add certifications or claim that a product treats a condition.
Review: The product owner checks specifications; an appropriately qualified reviewer checks any regulated claims before publication or export use.
4. Industrial-project briefing without forecasts dressed as facts
For a San Nicolas project discussion, organise dated public documents into a source register. Do not assume a refinery’s operator, capacity or operational status from an old article.
Starter prompt
Separate confirmed decisions, proposals and unresolved questions in these project documents. Cite each statement to its document and date. Preserve conflicting accounts. Do not estimate jobs, environmental safety, energy prices or economic returns where evidence is absent.
Review: The project owner and relevant technical specialists approve the summary. This task does not produce an environmental assessment or operating instructions.
Test the work before expanding it
Compare a small set of representative examples with the existing process. Count checking and correction time, not just drafting time. Include missing facts, conflicting versions and a case that should be referred to a person. Stop if the tool exposes private information, invents evidence or makes an unauthorised commitment.
Record the source versions, dates, reviewer, errors and total cost. Do not turn an improvement in drafting time into a claim about revenue or national productivity. Obtain actual supplier quotes before setting a budget. Keep an offline fallback for essential work.
Related guides
Attribution
Cite as: Dunkley, A. (2026). Practical AI work in Aruba. LAC AI Playbook. MaestrosAI.