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Lesson 2 of 725 min

Documents and Reports

Jump to section
  • From Blank Page to Finished Document
  • Generating First Drafts
  • Restructuring Existing Content
  • Executive Summaries
  • Proofreading and Polishing
  • How to Provide Context to AI

From Blank Page to Finished Document

The worst moment when writing a document? The blank page. AI helps you overcome that initial block by creating a first draft that you then refine. It is like having a colleague who prepares the groundwork — you bring it to perfection. Studies show that editing existing text is 3-5x faster than writing from scratch.

Generating First Drafts

The key to a good result is giving AI enough context. Do not just say 'write a report' — describe the purpose, target reader, key points, and desired length. The more specific your prompt, the better the output. Think of it as a brief for a colleague — what do they need to know to do a good job?

Prompt for first draft: 'Write a report about [topic] for [target reader]. Include these key points: [points]. The report should be [length] with a professional tone. Structure it with an introduction, main body divided into sections with headings, and a conclusion with 3 specific recommendations.'

For more complex documents, use a two-step approach: first have AI propose an outline, adjust it, then ask AI to expand the outline into full text. This way you control the structure before any prose is written.

Restructuring Existing Content

Have notes, bullet points, or an older document that needs a new structure? Paste it into AI and describe the desired format. AI will reorganize the content, add transitions between sections, and ensure logical flow. This is especially useful when you need to transform an internal technical document into a presentation for leadership.

Prompt for restructuring: 'Here are my brainstorming notes: [paste notes]. Restructure them into a clean document with headings, an introduction, and a conclusion. Keep all ideas but organize them logically. Remove duplicates and add transition sentences between sections.'

Executive Summaries

Managers do not have time to read 20-page documents. AI can create a concise summary from a long report that captures what matters — key findings, numbers, and recommendations. Executive summary writing is one of the most valuable corporate skills, and AI handles it in under a minute.

Prompt for executive summary: 'Create an executive summary (max 1 page) from this document: [paste document]. Structure it: 1) Context in one sentence, 2) 3 main findings, 3) Key numbers, 4) 3 recommended actions with priority. Write for a director who has 5 minutes.'

Proofreading and Polishing

AI is an excellent proofreader. It catches typos, grammar errors, inconsistent formatting, and stylistic issues. You can ask it to just fix errors, or to actively improve the text — shortening long sentences, removing passive voice, tightening vague phrasing.

Prompt for proofreading: 'Review this text on three levels: 1) Grammar and typos, 2) Style — are sentences clear and concise? 3) Logic — does the structure make sense? At the end, list all changes you made: [paste text]'

Special tip for multilingual environments: if you write documents in a non-native language, have AI check not just grammar but also 'native speaker feel.' Prompt: 'Review this English text. Fix errors and adjust phrasing so it sounds natural to a native speaker. Maintain the professional tone.'

How to Provide Context to AI

Output quality directly depends on the quality of your prompt. Always specify: who will read the document, what its purpose is, what structure you want, and how long it should be. If you have a company template or example of a previous document, include it — AI will match the style.

  • Who is the target reader? (colleagues, executives, client, regulator)
  • What is the purpose? (inform, persuade, document, decide)
  • What structure do you want? (report, memo, presentation deck, proposal)
  • How long should it be? (1 page, 5 pages, 3 slides)
  • What tone? (formal, friendly, technical, concise)
  • Is there a template or example? (include it)

Never paste internal company documents into public AI tools without manager approval. If they contain sensitive information, use your company AI solution or anonymize the data first. See lesson 7 of this course on privacy.

Create a Report from Notes

Take rough notes or bullet points from your last project (or create 7-10 bullet points on a topic you know well). Use a two-step approach: 1) First ask AI for an outline: 'Propose a report structure based on these points: [points]. The report is for [audience].' 2) Adjust the outline as needed. 3) Then ask AI: 'Expand this outline into full text. Length: 1 page. Tone: professional.' Compare the result with your original plan.

Hint

The two-step approach (outline -> text) gives you much better control over the result than asking for finished text right away.

Create an executive summary

Find a longer document you have available (a report, article, meeting notes — even a publicly available one works). Paste it into AI and ask for an executive summary for leadership. Then try the same for a different reader — for example, a new colleague who needs a quick introduction to the topic. Compare both outputs.

Hint

Notice how the executive summary changes based on the reader — for leadership it emphasizes numbers and decisions, for a new colleague it emphasizes context and explanations.

Proofread your own text

Take a text you recently wrote (email, report, notes). Paste it into AI with this prompt: 'Review this text on three levels: 1) Grammar and typos, 2) Style — are sentences clear and concise? 3) Logic — does the structure make sense? At the end, list all changes you made.' Compare the corrected version with the original — what surprised you?

Hint

AI often catches issues you'd miss yourself — overly long sentences, passive voice, or inconsistent terminology. Especially useful for texts written in a non-native language.

Key Takeaways
  • AI beats blank page syndrome — have it create a first draft, then refine it
  • The two-step approach (outline -> text) gives better control over structure
  • The more specific your prompt (reader, purpose, structure, length), the better the output
  • An executive summary from a long report takes a single prompt
  • AI is a great proofreader — it catches errors, style issues, and non-native phrasing

In the next lesson, we dive into Data and Spreadsheets — a technique that gives you a clear edge. Unlock the full course and continue now.

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2/7 complete — keep going!

  • From Blank Page to Finished Document
  • Generating First Drafts
  • Restructuring Existing Content
  • Executive Summaries
  • Proofreading and Polishing
  • How to Provide Context to AI

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