Most people know AI exists. Fewer people are actually using it to save meaningful time at work — not because they lack access, but because nobody's shown them specifically what to do with it.
This guide fixes that. Ten practical, specific things you can try this week. Each one includes an example prompt you can copy and adapt. None of them require any technical background or a paid subscription.
Before you start
Don't paste sensitive company data, client information, or confidential documents into AI tools without checking your company's policy first. Use anonymised or fictional examples when practising with sensitive topics.
01
Draft a difficult email in seconds
The emails that take longest to write are usually the tricky ones — complaints, pushback, awkward requests. AI handles these particularly well because you can specify the tone precisely.
Example prompt
I need to write an email to a supplier who has missed our agreed deadline for the third time. I want to be firm but professional — not aggressive. I need to make clear this can't continue and ask for a written commitment on the new date. Keep it to around 150 words.
02
Summarise a long document or report
Paste in a long report, meeting transcript, or email chain and ask for a summary. You can specify what you want extracted — key decisions, action points, risks, or a general overview.
Example prompt
Summarise the following report in plain English. Pull out the three most important findings, any recommended actions, and any risks mentioned. Keep the summary to under 200 words. [paste document]
03
Prepare for a meeting or presentation
Tell AI what the meeting is about and who will be there. It can help you anticipate questions, structure your points, identify weak spots in your argument, and prepare concise talking points.
Example prompt
I'm presenting a proposal to increase our marketing budget by 20% to a sceptical finance director next week. What are the three most likely objections I'll face and how should I address each one? Keep responses concise and practical.
04
Improve your own writing
Paste in something you've already written and ask AI to improve it. Be specific about what you want — clearer, more concise, more professional, better structured. It's like having an editor on demand.
Example prompt
Please improve this paragraph. Make it clearer and more concise — cut anything that doesn't add value. Keep the same core message but make it read more professionally. [paste text]
05
Research a topic quickly
Need to get up to speed on something fast? AI can give you a solid overview of almost any topic in plain English, at whatever level of detail you need. Always verify specific facts from primary sources.
Example prompt
Give me a plain-English overview of how GDPR affects small UK businesses. I'm not a lawyer — I just need to understand the key obligations and the main areas where businesses typically get it wrong. Keep it practical and avoid jargon.
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06
Generate ideas and overcome creative blocks
Staring at a blank page is expensive. Use AI as a thinking partner to generate options, not to make decisions for you. Ask for ten ideas and you'll likely find two or three that spark something.
Example prompt
I need 10 ideas for topics we could cover in our company newsletter this month. We're a small accountancy firm and our audience is small business owners. Keep suggestions practical and relevant to what's happening in business right now.
07
Create a first draft of a report or proposal
Give AI your bullet points and context, and ask it to turn them into a structured first draft. You edit and refine — AI does the time-consuming initial structuring work.
Example prompt
Turn these bullet points into a structured 400-word proposal for implementing a new customer feedback system. Audience is senior management. Tone: professional but direct. Include a brief section on expected benefits and implementation steps. [paste bullet points]
08
Write job descriptions or interview questions
Whether you're hiring or being hired, AI is excellent at this. Write a job description from a brief, generate role-specific interview questions, or prepare your own answers to common interview questions.
Example prompt
Write a job description for a part-time customer service coordinator for a small e-commerce business based in the UK. Include key responsibilities, required skills, and a brief company culture section. Keep it concise — under 350 words.
09
Create templates you use repeatedly
Think about the documents you create over and over — meeting agendas, project briefs, status updates, client onboarding emails. Ask AI to create a reusable template once, then use it indefinitely.
Example prompt
Create a reusable weekly status update template for a project manager to send to stakeholders every Friday. It should cover: progress this week, blockers, plans for next week, and any decisions needed from stakeholders. Keep it scannable — use headers and bullet points.
10
Think through a decision
Use AI as a thinking partner for decisions — not to make the choice for you, but to stress-test your reasoning, identify blind spots, and consider options you might have missed.
Example prompt
I'm deciding whether to hire a full-time member of staff or use a freelancer for our growing workload. The role is social media management. Help me think through the key factors I should consider. Ask me clarifying questions if you need more information before giving your analysis.
Making it stick
The biggest mistake people make with AI at work is trying it once, not being impressed with the result, and giving up. The skill is in the prompting — the more context and specificity you give, the better the output.
Pick one task from this list that you have this week. Try it with a real piece of work. Refine the prompt if the first result isn't right. By the end of the week you'll have a practical sense of what AI can and can't do for you — and that's far more valuable than any amount of reading about it.
Save what works
When a prompt produces a result you'd actually use, save it in a simple document — your prompt library. After a month you'll have a set of proven prompts tailored to your actual work. That compounding effect is where AI's real workplace value kicks in.
Key takeaways
- AI is most valuable for the time-consuming, draining parts of knowledge work — drafting, summarising, structuring
- Specific prompts with context produce dramatically better results than vague ones
- Use AI as a first draft engine and thinking partner — your judgement stays in the loop
- Don't paste sensitive company data into AI tools without checking your company policy
- Save prompts that work — a personal prompt library compounds in value over time
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