Module 1 · Section 3 of 3

Prompt: Your Commands Actually Matter

LLMs are the foundation of most business AI. Now let’s talk about how you actually interact with them.

Prompt

What it actually means: A prompt is the instruction or question you give to an AI system. It’s how you tell the AI what you want it to do.

The plain English explanation: Think of a prompt like giving directions to a very capable assistant. The clearer and more specific your directions, the better the results you get.

Why this term is crucial for business: The quality of your prompts determines the quality of your AI outputs. Bad prompts = disappointing results. Good prompts = transformative outcomes.

The business reality most people miss: When executives complain “AI doesn’t work for us,” it’s usually a prompting problem, not an AI capability problem.

How to use it confidently:

  • “Let me refine the prompt to get better results”
  • “We need to develop standard prompts for our sales team”
  • “The prompt engineering for this use case needs work”

Three types of prompts — and when to use them:

  • Question prompts: “What are the key risks in this proposal?”
  • Instruction prompts: “Summarise this report for executive presentation”
  • Context prompts: “As a financial advisor, review this investment strategy”

What this reveals about AI success: Companies succeeding with AI aren’t using better models — they’re using better prompts. They’ve figured out how to communicate effectively with AI systems.

Red flag to spot: When someone says AI “just works” without mentioning prompting strategy, they probably haven’t implemented it successfully at scale.

Real business application: Instead of asking AI “Help me write an email,” a better prompt is: “Write a 150-word follow-up email to a potential client who attended our product demo last week. Tone should be helpful, not pushy. Include next steps.”

Today’s practice: Next time you use ChatGPT, Claude, or any AI tool, pay attention to how your prompt affects the response. Try the same question with more specific details and notice the difference.