AI for work: where to begin and which tasks to hand over first

In short: AI at work isn't a "replacement for an employee" — it's a routine accelerator. In a minute it drafts an email, a plan, a table, a meeting summary — and you refine and decide. Start with 2–3 recurring tasks where perfect accuracy isn't critical, and measure the time saved. Here's where to begin, concretely.

The key shift: AI gives a draft, not a final

The most productive mindset is to treat the AI as a fast junior assistant: it instantly produces a draft that you edit and approve. A blank page eats the most time and energy; AI removes exactly that pain. Keep final responsibility and fact-checking for yourself.

Think before reading on: which three tasks in your week are repetitive and time-consuming but don't need creative genius? Those are the ones to hand to AI first.

8 tasks where AI already helps today

• Emails and correspondence: draft a reply, soften the tone, translate, a polite refusal.
• Summaries and review: compress a long document or thread to 5 points, pull out decisions and action items.
• Tables and data: turn notes into a structured table, come up with a formula, explain someone else's.
• Planning: break a project into stages, build an agenda, sketch a checklist.
• Text and content: posts, descriptions, job ads — a draft in a minute.
• Prep for a conversation: the model plays the other side or a client for a rehearsal.
• Learning on the fly: explain an unfamiliar term or tool in plain words.
• Ideas and brainstorming: 20 headline, name or approach options — so you have something to choose from.

How to pick a tool

For most office tasks any of the big three will do — start with the free tier. For lots of text and documents Claude is often handier; if you live in Google services, Gemini; a universal one with an ecosystem, ChatGPT. A detailed breakdown is in the comparison of ChatGPT, Claude and Gemini.

The principle of a good work request

An answer is only as useful as the request is precise. Give the model a role, a task, context and a format — the formula from what a prompt is and how to write one. Example:

You are an attentive assistant to a manager.
Task: write a meeting summary from the transcript below.
Format: decisions (bullets) + action items with owners + open questions.
Transcript: [paste text]

Common beginner mistakes

1. Trusting facts blindly. Verify numbers, dates and legal conclusions — the model errs confidently (see AI hallucinations).
2. Sending sensitive data. Anonymise or don't paste client and commercial information — detailed in our article on privacy when working with AI.
3. Expecting a final on the first try. Iterate: "shorter", "more formal", "add numbers".
4. Publishing without a proofread. AI is a co-author; the byline and responsibility are yours.

Do it now (5 minutes)

Take an email or document you were going to write today anyway and ask AI to draft it using the role-task-context-format formula. Compare: how much time versus "from scratch". One honestly measured case convinces better than any article — then expand the task list one at a time. If you're just starting with the chat, see the beginner's guide to ChatGPT.