Exercises
Five hands-on exercises using real business scenarios. Open any AI tool and work through each one. The goal is practice, not perfection.
Exercise 1: Email drafting
Scenario: A long-standing client has not responded to your last two invoices. You need to follow up firmly but without damaging the relationship.
Prompt template:
You are a [your role] at a [your business type]. Write a follow-up email to a client who has two overdue invoices totalling [amount]. We have worked with them for [duration]. Tone: firm but professional. Keep it under 120 words. Include a specific deadline for payment.
What to look for: Does the email strike the right balance between firmness and warmth? Is there a clear next step? Would you actually send it?
Bonus challenge: Generate three versions at different levels of formality and pick the best one.
Exercise 2: Document analysis
Scenario: You have received a 10-page supplier contract renewal. You need to understand the key terms quickly.
Prompt template:
I am uploading a supplier contract. Summarize the key terms in a table with columns: Clause, What It Means in Plain English, Risk Level (Low/Medium/High), and Action Required. Flag anything unusual compared to standard commercial contracts.
What to look for: Does the summary help you make a decision without reading the full document? Are the risk ratings reasonable?
Bonus challenge: Follow up with “Draft 3 questions I should ask my solicitor about this contract.”
Exercise 3: Process documentation
Scenario: You need to document how your team handles customer refund requests so a new hire can follow the process.
Prompt template:
You are an operations manager. I will describe our refund process verbally, and I need you to turn it into a step-by-step SOP (standard operating procedure). Include: when to approve automatically, when to escalate, required documentation, and timelines. Format with numbered steps and decision points.
Then describe your process in plain language - the AI will structure it for you.
What to look for: Could a new employee follow this document on day one without asking questions? Are the decision points clear?
Bonus challenge: Ask the AI to identify gaps or edge cases your process does not cover.
Exercise 4: Competitive research
Scenario: You are preparing for a pitch and need to understand how you compare to a competitor.
Prompt template:
Research [competitor name] and compare them to my business. I offer [your services] to [your target market] at [your price point]. Create a comparison table with columns: Feature, Us, Them, Advantage. Then write 3 talking points I can use in a sales meeting to differentiate us.
What to look for: Are the comparison points things your prospect would actually care about? Are the talking points specific enough to use in conversation?
Bonus challenge: Ask for likely objections the prospect might raise and suggested responses.
Exercise 5: Meeting preparation
Scenario: You have a strategy meeting tomorrow with your leadership team. You need to prepare talking points from the agenda.
Prompt template:
Here is the agenda for tomorrow’s leadership meeting: [paste agenda]. For each agenda item, prepare: 2-3 key talking points, one question to ask the group, and any data I should have ready. Present as a briefing document I can print and bring to the meeting.
What to look for: Would this briefing actually make you better prepared? Are the questions genuinely useful, not generic?
Bonus challenge: After the meeting, paste your notes back in and ask for a structured summary with action items and owners.
Check your understanding
Practice, not perfection. Open any AI tool, work through real business scenarios, and evaluate the output against the “what to look for” criteria in each exercise.
To see the speed difference. Most people find AI gets them to a usable draft in under 2 minutes, compared to 10-15 minutes of staring at a blank screen. The value is not just quality - it is speed.
Ask whether the summary helps you make a decision without reading the full document, and whether the risk ratings are reasonable. Then follow up by asking for questions to raise with your solicitor.
Next steps
You have built a strong prompting foundation. Now learn how to identify which parts of your daily work AI can handle in Identifying Opportunities.