Prompt Engineering
Hands-onBeginner 25 min· Prompts for real life · 14 of 18

Prompts for work: emails, meetings and reports

Use AI to draft clear emails, plan meetings, turn messy notes into minutes with action items, and write status reports, while keeping confidential data safe and every fact checked.

Most office work is writing: emails, meeting agendas, minutes, weekly updates. AI is good at turning your rough notes into clear, polite text, which saves time and helps a lot if English is not your first language. It is bad at knowing facts it was never told: who agreed to what, the real deadline, the exact numbers.

In this tutorial you will use a free AI chat tool (Gemini, ChatGPT, Claude, Copilot or similar) to do four real jobs: write an email from bullet points, reply to a difficult email, turn meeting notes into minutes, and write a weekly status report. You only need a browser and one real work or college task to practise on. The rule throughout: you supply the facts, the AI supplies the wording, and you check the result.

Check what you are allowed to paste

Many companies restrict which AI tools staff may use, and free consumer tools may use your chats to improve their models unless you turn that off. Before pasting client names, contract terms, salaries, customer data, passwords or internal numbers, check your company's AI policy and use the approved tool. When in doubt, replace names with roles ("Client A", "my manager") and round or remove numbers. More on this in *Privacy: what never to paste into an AI tool* in AI Foundations.

One workflow for all work writing

The draft-check-send loop

  1. 1Say who you are and who the reader is (your manager, a client, a new teammate). Relationship decides tone.
  2. 2Paste your raw material: bullet points, notes, the email you are replying to. Mark it clearly with --- lines or tags so the AI knows it is material, not instructions.
  3. 3State the outcome you want from the reader: approve, reply by Friday, attend, just be informed.
  4. 4Set tone and length: "polite but firm", "friendly and short", "under 120 words".
  5. 5Ask for two versions or a subject line too, so you can pick instead of re-prompting.
  6. 6Edit the draft yourself: fix anything that does not sound like you, and check every name, date, number and promise before you send.

Step 3 is the one people skip. An email without a clear ask gets a polite answer and no action. If you tell the AI the outcome, it will put the ask near the top and make it specific ("Could you approve this by Thursday 5 pm?").

Emails

Prompt · Write an email from bullet points
Write an email for me.

From: [your role, e.g. junior developer]
To: [reader and relationship, e.g. my team lead, who is busy and prefers short emails]
Goal: [what I want them to do, e.g. approve 2 days of leave next week]
Tone: [e.g. polite, direct, not over-formal]
Length: under [120] words.

My points:
---
[point 1]
[point 2]
[point 3]
---

Put the request in the first two lines. Give me a subject line and two versions: one short, one slightly more detailed. Do not add facts that are not in my points.

What to expect: A good draft states the ask early, uses only your points and has a specific subject line. If it adds a reason or a date you never gave, delete it.

Prompt · Reply to a difficult email
Help me reply to the email below.

Situation: [e.g. a client wants an extra feature added before Friday's release, which is not possible]
What I want to say: [e.g. no for Friday, yes for the next release on the 15th]
Relationship: [e.g. important client; I want to keep them happy]
Tone: polite but firm. No excessive apology. No blame.

Their email:
<email>
[paste the email]
</email>

First, in one line, tell me what you think their main concern is. Then write the reply in under [150] words, offering one alternative.

What to expect: Asking for their main concern first checks that the AI understood the situation before it drafts. The reply should say no clearly, give a reason in one sentence and offer a concrete alternative.

Phrases to ask the AI to replace

Common phraseClearer alternativeWhy
Please do the needfulCould you please [specific action] by [day]?Says exactly what you need
Kindly revertPlease reply by [day]"Revert" means "go back" to many international readers
PFAI have attached [file name]Spells out what is attached
As discussedAs we agreed in Tuesday's call, [the decision]Restates the point for anyone who missed it
Sorry for the inconvenience causedSorry about [the specific problem]. Here is what we are doing:Specific apologies sound sincere

Teach it your style once

Paste two or three emails you wrote and liked, and say "Match the tone and length of these examples." This works better than adjectives like "professional". If you do this often, save the instruction in your tool's custom instructions (see *System prompts, custom instructions and personas* earlier in this track).

Meetings

Prompt · Plan a meeting agenda
Create an agenda for a [30]-minute meeting.

Goal of the meeting: [the decision or outcome we need by the end]
Attendees: [roles, e.g. 2 developers, 1 tester, product manager]
Background: [2-3 lines]

Format: a numbered list of agenda items, each with a time in minutes, the owner and the question it must answer. Time must add up to [30] minutes including 5 minutes for actions and next steps. Suggest what attendees should read before the meeting.

What to expect: Check that each item is a question to answer, not just a topic ("Do we ship on the 15th?" rather than "Release"), and that the times add up.

After the meeting, AI is most useful for turning rough notes into minutes. Here is a realistic example from a small team at Brew & Bean, a coffee shop, planning online pickup orders. Their notes were just: online orders - Ravi says Razorpay or UPI QR? not decided. menu photos - Meena by fri. pickup slots 15 min. test w/ staff next week

Prompt · Turn rough notes into minutes
Turn my rough meeting notes into minutes.

Meeting: [name], [date], attendees: [names or roles]

Notes:
---
[paste notes]
---

Format:
1. Summary: 2-3 sentences.
2. Decisions: a bulleted list.
3. Action items: a table with columns Task | Owner | Due date.
4. Open questions.

Rules: use only what is in the notes. If an owner or due date is not written, put TBD. Do not invent decisions; if something was discussed but not decided, put it under open questions.

What to expect: The rules are what make this safe. Without them, AI tends to tidy up uncertainty and invent owners or dates that look plausible.

A good result for those notes
Summary: The team discussed launching online pickup orders. Pickup slots will be 15 minutes long. The payment method is still open.

Decisions:
- Pickup slots will be 15 minutes long.

Action items:
Task | Owner | Due date
Share menu photos | Meena | Friday
Test the ordering flow with staff | TBD | Next week

Open questions:
- Payment: Razorpay or a UPI QR code? (raised by Ravi)

Transcripts and recordings

Meeting tools can now record and transcribe calls automatically. Tell people when a meeting is recorded and follow your company's rules. Transcripts often mix up speakers and mishear names and numbers, so read AI minutes before sharing them, especially the action items: a wrong owner causes real confusion.

Reports

Prompt · Weekly status report
Write my weekly status report for [manager / client].

Project: [name]
My rough notes for this week:
---
[what got done, what is in progress, what is blocked, any numbers]
---

Format:
- Overall status: Green, Amber or Red, with a one-line reason.
- Done this week (bullets).
- In progress (bullets, with expected dates if I gave them).
- Blocked / need help (bullets: what, who can unblock it).
- Next week (bullets).

Under [200] words. Plain language a non-technical reader can follow. Do not add work that is not in my notes.

What to expect: Check the status colour yourself: AI tends to say Green unless your notes clearly say otherwise. Blockers should name what is needed and from whom.

Prompt · Explain numbers in plain words
Here are this month's numbers:
---
[paste a small table, e.g. week | orders | revenue in ₹ | average wait in minutes]
---

Write a 5-line summary for [the owner / my manager]: the main trend, the best and worst week, and one question worth asking. Use only these numbers. If you calculate anything (a total, an average, a percentage change), show the calculation in brackets so I can check it.

What to expect: Showing calculations makes arithmetic errors easy to spot. For large tables, calculate in a spreadsheet and ask the AI only to explain the results.

Never forward AI numbers unchecked

Language models can add up wrongly, copy the wrong row or round in odd ways, and the text still sounds confident. Check every number in a report against your source before it goes to a manager or client. Your name is on the report, not the AI's.

Before you send

Final check

  1. Every name, date, amount and deadline matches my source.
  2. The ask or main point is in the first two lines.
  3. Nothing is promised that I did not decide (refunds, dates, extra work).
  4. It sounds like me, not like a brochure. I removed phrases I would never say.
  5. No confidential data went into a tool my company does not allow.
  6. The length suits the reader: busy people get short emails.

Try it: One real week, three prompts

Use the prompts above on real material from your own work or college (a project group counts):

1. Write one email you have been putting off, using the bullet-points prompt. 2. Take notes in your next meeting or class group call and turn them into minutes with the rules included. 3. Write a status update for a project or assignment.

For each, note one thing you had to fix in the AI's draft.

Key takeaways

  1. You supply the facts, the AI supplies the wording, you check the result.
  2. State the reader, the relationship and the outcome you want; put the ask early.
  3. Mark pasted material clearly and tell the AI not to add facts that are not in it.
  4. For minutes, require TBD for missing owners and dates so nothing is invented.
  5. Verify every number and name, and follow your company's rules on what you may paste.

Check yourself

Finishing the quiz marks the lesson as done.

1. Your AI-written email is polite and clear, but your manager never acts on it. What was most likely missing from your prompt?

2. Why add "If an owner or due date is not written, put TBD" to a minutes prompt?

3. You want AI to summarise this month's sales numbers for the owner. What is the safest approach?

4. You need to reply to a client complaint that includes their contract value and staff names. What should you do first?

5. Which instruction best helps the AI match the way you write?

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