There are two kinds of people who use AI at work. The first type writes "write an email" and gets something generic they'd never actually send. The second writes a paragraph of context, gets a draft they edit in 2 minutes, and hits send. The difference between them isn't which AI model they use — it's how they talk to it.
This guide is written for someone without a technical background who has no interest in learning about "tokens" or "parameters," and who simply wants to use AI to get work done faster. Nothing that follows requires technical knowledge — only an understanding of how to communicate with a tool that performs better when you give it information.
The most important principle: AI doesn't guess — it needs context
A language model is, at its core, a very sophisticated text prediction machine. When you write something, it predicts the most likely and useful continuation of that conversation. For that prediction to be good, it needs to understand the context: who you are, what you need, who it's for, what tone, what constraints.
Compare these two prompts:
The second prompt produces something you could send directly or with minimal edits. The first produces something you'd never send because it doesn't sound like you or reflect your business context.
5 tasks where AI saves you time today — with prompts that work
Task 1: Summarize meetings or long documents
Copy the text of your meeting notes (or the content of a document) and paste this prompt before it:
Task 2: Draft difficult emails
Difficult emails take the most time because you have to think about tone, what to say, and what to leave out. AI can generate the draft that you then edit:
Task 3: Analyze data and find patterns
If you have a data table (sales, customers, inventory), copy it into the conversation and ask for an analysis:
Task 4: Prepare presentations
AI can structure a complete presentation for you before you start making slides:
Task 5: Answer complex questions in your industry
AI can explain complex concepts in accessible terms or help you prepare an answer for someone else:
The most common mistakes — and how to avoid them
- Assuming AI knows about your company. AI doesn't have access to your CRM, your previous emails, or your client history. If that information is relevant to the answer, you have to include it in the prompt.
- Accepting the first response without reviewing it. AI produces drafts, not final versions. Always review, edit, and verify facts before using any response in a professional context.
- Asking without specifying the format. If you want a list, say you want a list. If you want a paragraph, say so. If you want 5 options, ask for 5 options. AI picks the format that seems most likely, not the one that's most useful to you.
- Using AI to verify facts. Language models can "hallucinate" — generating information that looks correct but isn't. For specific data (dates, statistics, laws), always verify with official sources.
- Giving up if the first response isn't perfect. If the result isn't what you expected, say "that's not exactly what I need — what I'm looking for is..." and continue the conversation. Current models improve significantly with feedback in the same session.
What you should never ask AI to do
There are things that current language models are simply the wrong tool for:
Legal or medical information that affects important decisions. AI can give you a starting point and explain general concepts, but any significant legal or medical decision should always go through a professional. The model may be outdated or simply wrong.
Real-time information. Language models without web search access (like Claude or ChatGPT without search plugins) have a training cutoff date. They don't know what happened yesterday, what the exchange rate is today, or who won a recent election. For that, use Perplexity or Gemini with search enabled.
Anything that requires access to your systems. AI can't check your real email, access your management system, or modify documents on your servers — unless you use special integration tools. In a normal conversation, AI only has access to what you type in the chat.
Where to start today, in 10 minutes
If you've never used AI for work and want to start today, here's the simplest exercise: go to claude.ai or chatgpt.com (no account needed if you don't want — both allow some interactions without registration), think of the most difficult email you have pending to write this week, and write a prompt with full context using the structure from Task 2 in this guide.
If the result is useful — even just as a starting point — you have everything you need to start integrating AI into your work.
AI for business
If you want to take AI beyond individual use and integrate it into your company's processes, we can design that integration together
Request an assessment →