Prompt Engineering · 8 min
Business Prompt Templates: Design Instructions Around Outcomes
A reusable business prompt should define the outcome, context, audience, constraints and acceptance criteria. Avoid building templates around vague commands such as “make this better.”
Planning pattern
State the business objective, relevant facts, constraints, options to consider and the format of the recommendation.
Communication pattern
Provide audience, purpose, source facts, tone and required action. Ask the model to flag unsupported claims.
Operations pattern
Define the input, transformation, decision rule, exception cases and final output.
The best template is one that produces consistent useful work while still allowing a human to review and improve it.
Put the framework into practice: Explore the APEP Store for practical AI resources, including the AI Prompt Vault.