Using AI Writing at Work

At work, the question usually isn't whether you're allowed to use AI at all. It's which tools, for what, and with which information. Get those wrong and the problem isn't a robotic email. It's leaked customer data or a contract that says something nobody checked.

Check four things first

Your company's AI policy. Many employers now have one. It often lists approved tools and banned uses. If there isn't one, ask your manager or IT team which tools are OK.
What data you're pasting in. Customer details, employee records, financial results, unreleased plans and anything under a confidentiality agreement may not be allowed in public AI tools. Company-approved versions often have different data rules from free consumer versions.
Client expectations. Some contracts say how work must be produced, or require disclosure of AI use. Agencies and freelancers should check before using AI on client work.
Who's responsible. You are. "The AI wrote it" isn't a defense for a wrong figure in a report or a promise in an email.

Uses that usually go well

Task	Why it works	Watch out for
Turning your notes into a first draft	The content is yours, AI just shapes it	Invented details filling gaps
Shortening a long email or report	Cutting is easy to check	Lost nuance or caveats
Rewording for a different reader	Same facts, new audience	Tone that doesn't match yours
Checking clarity	A second reader on demand	Rewrites that remove your voice
Meeting notes into action lists	Saves real time	Wrong names on tasks

Uses that often go wrong

Anything with numbers you haven't checked. Models get arithmetic and figures wrong in confident-sounding ways.
Legal, HR or medical wording. A plausible sentence can have the wrong meaning. Have the right person review it.
Sensitive messages. Apologies, bad news and feedback to a colleague. People can tell, and it can damage trust.
Sending without reading. Every AI-assisted message that leaves your hands should be read in full by you first.

Sounding like yourself at work

Colleagues know your voice. A sudden switch to polished, formal paragraphs gets noticed, and people may start to discount everything you send. The habits from this course matter even more at work than anywhere else:

Build a voice brief from emails you've sent.
Use the email prompt and cutting checklist from lesson 5.1.
Keep your own openers and sign-offs.

Do you need to say you used AI?

For everyday emails and internal documents, usually not, unless your company says otherwise. Most people don't announce that they used spellcheck. For client deliverables, published work, or anything where the reader would care how it was made, disclosure is often expected or required. Lesson 7.4 has lines you can use.

Try this

Find your workplace's AI policy, or ask for it. Write down three things: which tools are approved, what data must never go into them, and whether any of your regular work needs disclosure. Keep the note somewhere you'll see it.