Documents and Reports
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From Blank Page to Finished Document
AI can help overcome a blank page with an outline or first draft. You provide verified material and revise the result. Speed and quality depend on the task; a universal 3–5× improvement is not an established outcome of this course.
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)
Use fictional or suitable public data without personal or confidential information for exercises. Real company data requires an approved tool and workflow. Replacing names with codes alone does not guarantee anonymity or permission to share.
Practice this scenario only with fictional or suitable public material without personal or confidential information. Do not upload actual messages, internal documents or client data; real use requires an approved tool and workflow. 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 a longer fictional report or use suitable public text without personal or confidential information that you are permitted to process. Request a summary for leadership and then for a new colleague. Compare outputs, verify facts against the source and check for missing qualifications. Do not upload an actual internal report or meeting notes.
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.
Practice this scenario only with fictional or suitable public material without personal or confidential information. Do not upload actual messages, internal documents or client data; real use requires an approved tool and workflow. 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.
- 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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