ROLE GUIDE
Small and Micro Business Owners
Choose one business task, test it with safe inputs and measure the work needed to check the result.
OPEN GUIDE ↗PRACTICAL AI.
LOCAL CONTEXT.
REAL WORK.
LAC AI PLAYBOOK / FOR YOUR ROLE
Different work needs different AI guidance. Choose the track that best matches what you do.
Practical guides for four kinds of readers.
ROLE GUIDE
Choose one business task, test it with safe inputs and measure the work needed to check the result.
OPEN GUIDE ↗ROLE GUIDE
Evaluate bounded public-service uses with evidence, accountable review, accessibility and routes to challenge errors.
OPEN GUIDE ↗ROLE GUIDE
Plan teacher-reviewed AI exercises with age-appropriate access, protected data and a non-AI alternative.
OPEN GUIDE ↗ROLE GUIDE
Examine evidence, costs, permissions and failure modes before forming an AI investment thesis.
OPEN GUIDE ↗START HERE
Take an example from a guide, test it on one task and compare the result.
Dunkley, Adrian. “CHOOSE YOUR ROLE.” LAC AI Playbook. https://aiplaybooklac.netlify.app/stakeholders/. 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.