Define the Task and the Desired Outcome

One of the simplest ways to improve an AI response is to be clear about what you want the AI to do.

Consider the following prompt:

“Review this document.”

What does review mean?

Should the AI summarize the document? Identify errors? Evaluate risks? Recommend changes? Determine whether the document is ready for approval?

All of those are reasonable interpretations.

The AI may produce a useful response, but it may not produce the response you actually need.

Define the Task

Start by explaining the work you want performed.

For example:

“Review this project proposal and identify missing requirements, unclear assumptions, and unresolved decisions.”

Instead of asking for a general review, we have identified three specific areas to examine.

Define the Desired Outcome

Next, describe what the completed work should look like.

For example:

“Organize your findings into a table showing each issue, its potential business impact, and a recommended next action.”

Now the AI understands both the assignment and the expected result.

The task describes the work to perform. The desired outcome describes what a successful response should provide.

A Sample Prompt

Let’s combine those instructions into a prompt you can try with a document you are authorized to share using your organization’s approved AI tools.

Remember: text inside square brackets [ ] represents information you should replace with details specific to your situation.

<prompt>
Review the following project proposal.
Task:
Identify missing requirements, unclear assumptions, unresolved decisions, and potential risks.
Desired outcome:
Organize your findings into a table containing:
1. Issue or observation
2. Why it matters
3. Recommended next action
Separate findings supported by the document from questions that require additional information.
Do not invent missing requirements or present assumptions as established facts.
Conclude with the three most important items that should be resolved before the proposal moves forward.
If the document does not provide enough information to evaluate an issue, identify what is missing rather than guessing.
Document:
[Insert approved document content here]
</prompt>

Why Does This Matter?

AI can generate a polished answer even when it has misunderstood the assignment.

Clear instructions improve the likelihood of receiving a useful response, but they do not guarantee accuracy.

You must still review the results, verify important claims, and decide whether the recommendations make sense.

For business use, the distinction between known facts and inferred conclusions is especially important.

The Key Point

Before submitting a prompt, ask yourself two questions:

What work do I want the AI to perform?

What should the completed result look like?

When those questions are answered clearly, AI becomes easier to direct, evaluate, and use responsibly.

The goal is not simply to get an answer.

It is to get an answer that helps accomplish the intended business outcome.

Continue Exploring the Series

This article concludes our initial collection of nine Practical and Responsible AI posts.

Visit the Practical and Responsible AI series index to explore the other articles and additional topics as the series grows.

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