What AI-Assisted Communication Actually Means
Understanding where AI fits in your professional writing, and where it does not.
AI tools like ChatGPT, Microsoft Copilot, and Google Gemini can help you draft emails, summarize documents, rewrite content for different audiences, and generate first drafts faster than you could produce them from scratch. This is genuinely useful. It is also the source of significant professional risk if you do not understand what you are working with.
AI does not know your organization, your relationship with the recipient, the full context of the situation, or the specific tone your workplace expects. It produces plausible, well-structured text based on patterns. The judgment that makes communication effective, accurate, and appropriate still comes from you.
AI-Assisted
You use AI to generate a draft, then read it, edit it, verify its accuracy, adjust the tone, and send it as your own considered output. You are responsible for the final content. The AI accelerated your process.
Permitted in this programAI-Generated
You copy AI output directly without review, editing, or verification and submit it as your own work. You have not engaged with the content. You cannot defend or explain it. This is academic dishonesty.
Not permitted. This is academic dishonestyThe test: Could you explain every sentence in that email or document if someone asked you about it? If yes, you have done the work of review and editing that makes it yours. If no, you have not reviewed it carefully enough.
The Tools You Will Encounter
Three platforms you are likely to use in training and in your placement.
The most widely known AI assistant. Excellent for drafting, rewriting, summarizing, and brainstorming. Free tier available. Most people in your cohort have already encountered it.
Open ChatGPT →Integrated directly into Microsoft 365 apps. If your placement uses Outlook, Word, or Teams, Copilot may already be available to you inside those tools. High relevance for placements.
Open Copilot →Google's AI assistant, integrated with Gmail and Google Docs in Workspace environments. Useful for the same drafting and rewriting tasks, especially if your placement uses Google's suite.
Open Gemini →What Makes a Good Prompt
Before you open the sandbox, understand the four ingredients of an effective prompt.
Role and context
Tell the AI who you are and what situation you are in. "I am a first-week employee at a financial services company" gives the AI relevant context that shapes the tone and assumptions of its response.
Task
Be specific about what you want. "Write an email" is weak. "Write a short professional email requesting a 30-minute meeting to discuss project timelines" is strong.
Audience
Who is the output for? A message to your manager reads differently from one to a new client, and both read differently from one to a peer on your team.
Tone and constraints
Professional but warm? Formal and brief? Under 100 words? These constraints shape the output significantly and prevent you from getting a generic block of text.
Ready to try it? Head to the Prompt Sandbox to use the live writing assistant. Work through three guided tasks that put these four ingredients into practice, then the sandbox opens for free exploration.
Prompt Sandbox
Three guided tasks, then open exploration. Work through each task, load it into the chat, and see the result live.
Scenario: You have just completed your first week at your placement. Your supervisor asked you to send a short email to the IT department requesting access to the shared project folder on OneDrive. You have never met the IT contact before.
A starter prompt has been loaded below. Use it as-is or edit it before loading. Pay attention to how the four ingredients appear in the prompt.
Review and Edit
The AI gave you a draft. Now the real work begins.
The most common mistake people make with AI writing tools is skipping the review step. They prompt, they read, they send. This is how inaccurate information gets passed on, how the wrong tone reaches the wrong person, and how generic text gets submitted as original work.
Reviewing and editing AI output is not a formality. It is the skill that separates someone who uses AI well from someone who is used by it.
The Four-Pass Review
Run every AI draft through these four checks before using it.
Accuracy pass
Is every factual claim correct? AI tools can confidently state things that are wrong, outdated, or fabricated. Check names, dates, figures, URLs, and any specific claims against a reliable source before including them.
Tone pass
Does this sound like the right register for this recipient and situation? AI tends toward a pleasant, neutral, slightly formal tone that may not match your workplace culture, your relationship with the recipient, or the urgency of the message.
Voice pass
Does this sound like you, or does it sound like a press release? Phrases like "I hope this message finds you well," "please do not hesitate to reach out," and "I wanted to circle back" are AI defaults. Replace them with language that sounds like a real person wrote it.
Completeness pass
Did the AI include everything that needs to be there? AI sometimes produces technically correct but incomplete drafts that leave out key details because they were not explicit in the prompt.
Before and After
The same AI draft, before and after a proper review and edit. Click the highlighted phrases in the raw output to see why they were changed.
Dear Mr. Thompson,
I hope this message finds you well. I am writing to you today to follow up on our previous conversation regarding the upcoming project deliverable. I wanted to circle back and confirm that we are still on track to meet the agreed-upon deadline of the 15th of this month.
Please do not hesitate to reach out to me at your earliest convenience should you have any questions or concerns. I look forward to touching base with you soon.
Kind regards,
Jordan
Dear Mr. Thompson,
I wanted to confirm that the project deliverable is on track for the 15th. Nothing has changed from our last conversation, but I thought a quick confirmation would be useful ahead of the deadline.
If anything comes up on your end, feel free to message me directly. Happy to jump on a call if it would help.
Kind regards,
Jordan
Highlighted phrases in amber are AI tells. Click each one.
Common AI Writing Tells
Phrases that signal unedited AI output. Replace them with direct, natural language.
In Practice
Prompt diagnosis, tell spotting, and judgment calls.
Prompt Diagnosis
Each prompt below has a problem. Select what is missing or wrong.
What is the most significant problem with this prompt?
What is the problem here?
This prompt is partially useful but missing one critical ingredient. Which one?
Evaluate this prompt.
AI Tell Spotter
Read the email below. Click every phrase that sounds like unedited AI output.
Dear Ms. Reyes,
I hope this message finds you well. I am writing to confirm that the onboarding documents you requested are now ready. I wanted to circle back on our earlier discussion and let you know the files have been uploaded to the shared drive.
You should be able to access them using the link below. Please do not hesitate to reach out to me at your earliest convenience if you encounter any issues.
I look forward to touching base with you in the near future.
Kind regards,
Taylor
Knowledge Check
Five questions on prompting, reviewing, and professional judgment.
What is the key difference between AI-assisted and AI-generated work in a professional context?
Which of the following is the strongest prompt for drafting a professional email?
During your accuracy review of an AI-drafted email, you notice it included a project deadline of "the 20th", but you never mentioned a deadline in your prompt. What should you do?
Which of the following phrases is a typical AI tell that suggests a draft has not been properly reviewed and edited?
Your manager asks you to write your own performance self-assessment. You use AI to generate the full document and submit it without editing. This is an example of:
Further Reading
Resources to deepen your understanding of AI writing tools.