How to use examples and templates for AI report writing

Key points of this article

First find a recognized example or unit template, break out the chapters and functions of each section, and then let AI fill in the content. This is more stable than asking questions directly.
If there is no example, first make an outline of five to seven parts by yourself. The structure is up to you, and the AI is only responsible for supplementing the writing method of each part.
Data, sources and conclusions are provided by you or checked item by item, and the AI is responsible for organizing the language and transitions to prevent it from making up numbers.
The examples only draw on the structure and writing method, and do not copy the original sentences and data. After writing, reorganize according to your own materials.
Unify the title style and text format before finalizing, so that the table of contents and multiple revisions will not be messy.

When many people use AI to write a report for the first time, they will directly enter "Write a quarterly report for me" and get text with a common structure and empty data. The problem is not whether the AI is well written, but that it has no reference: it does not know what chapters your unit is accustomed to using, nor does it know which conclusions the leader cares about.

This article is written for people who need to regularly submit weekly reports, monthly reports, project summaries or research reports. The core method is: first find a recognized example or template, break it into a structure, and then let AI fill in the structure piece by piece. After reading it, you will have a process that you can use over and over again instead of starting from scratch every time.

When using AI to write a report, should you first find an example as a template? One sentence conclusion

want. First remove the chapter structure from the example or unit template, and then let the AI fill it in paragraph by paragraph; if there is no example at hand, first make a five- to seven-part outline yourself as a substitute.

your situation	Recommended practices	reason
The unit has a fixed format of weekly and monthly reports	Use the existing template directly and only let AI fill in the content of this issue	The format has been recognized, and AI is only responsible for the content, with little rework.
It’s the first time I write a certain type of report and I have other people’s examples at hand.	Disassemble the chapters and functions of each example, and then build an empty template	The structure is well-founded and it is not easy to miss the parts that readers care about.
no examples	Make an outline yourself first, and then let AI supplement the writing of each part.	You set the structure and focus, AI won’t decide for you
Report contains large amounts of data or references	Provide data and sources yourself, AI only writes analysis and transitional sentences	AI may make up numbers or sources and need to check them one by one
Need to be revised by multiple people	Use Word templates to add comments and fix title styles	The structure will not be scattered when multiple people revise the draft.

Template structure overview

Below is the skeleton of a generic report template, with sections added and deleted by report type.

part	what to write	Space suggestion
title and date	Report name, statistical period, author	1 line
summary	Core conclusions, key data, recommended actions	Section 1–2
Background and Purpose	Why write and what problems to solve	Section 1–2
Process or current situation	What was done, what was observed	3–5 pieces
Analysis	Causes, comparisons, and criteria for judgment	2–3 sections
Conclusion and recommendations	What to do next, who is responsible, and when to complete it	3–5 pieces
Appendix	Data tables, original records, reference materials	On demand

How to write each section

Abstract: Write the conclusion first, then provide the basis

The summary should let those who only read this paragraph know the outcome. Start with the conclusion, then write one or two numbers supporting it.

An example prompt can be written like this: "Based on the following [current issue's data], write a summary in two paragraphs: the first paragraph gives the overall conclusion, the second paragraph lists [number 1] and [number 2], and do not add anything not in the material.""

Background and Purpose: Explain why you are writing now

The background does not need to lay out the overall environment; only the events that triggered this report, such as project milestones, higher-level requirements, or an abnormal indicator.

Example: "This report addresses progress in [Project Name], Phase [], with the purpose of confirming whether we will proceed to the next phase on schedule.""

Process or Current Status: Use a list of facts

This section is suitable for entries, each describing one thing and its outcome. When having AI organize it, the original records must be provided together; otherwise, it can only write general descriptions.

Analysis: Write judgments, not just descriptions

The analysis section answers "why." You can have AI list possible reasons, but which one is valid is up to you and provide your reasoning.

Conclusion and Suggestions: Each suggestion should have a person responsible and time

It is recommended to write down actions that can be executed. Example format: "[Matter], completed by [person in charge] before [date]." "Without advice from a responsible person and time, it's hard for readers to follow up.

Layout in the editor

Create a new document in Word or UniDoc Web Editor (app.unidoc.top), with editing methods compatible with Word and suitable for directly using the original template.
Set chapter titles to first- and second-level heading styles; do not manually bold them to replace titles, otherwise the table of contents cannot be generated automatically.
After pasting the AI-generated content, remove unnecessary formatting and standardize font size, font size, and paragraph spacing.
Use real table objects in the table; do not align with spaces or tab stops, so that changes are not misaligned.
Insert the table of contents, and check whether the title level and page numbers match the main text.
After finalizing, export the PDF and send; Keep the original Word when multiple people need to edit. If you only have PDF samples on hand, you can use the desktop (download.omnidoc.top) PDF editor to export them to Word, then break down the structure, and the exported content still needs manual verification.

Common Writing Issues

Directly say "write a report," without requiring structure or word count, resulting in chapters being arbitrary.
Paste the entire sample text to the AI, requiring it to "write it as it is," which easily leads to sentences and data being applied.
Having AI add numbers without verifying sources, resulting in reports containing data that cannot be traced.
Every question is asked from scratch, and the structure of the same type of report is redesigned each issue, resulting in low efficiency.
The title only changes the font size but not the style; after the directory is generated, the hierarchy is completely messed up.

❓ Frequently Asked Questions (FAQ)

1. What is the difference between templates and examples?

A sample is a written concrete report showing how the content is organized; A template is an empty frame extracted from the structure, keeping only chapters and prompts. Both are usually first understood with examples, then organized into templates for repeated use.

2. Does writing a report based on others' examples count as plagiarism?

It is common practice to only borrow chapter arrangement and paragraph functions. Do not copy original sentences, original data, or original conclusions; materials and viewpoints should come from your own work.

3. With no examples at all, how can AI provide the right structure?

You can tell the AI the purpose of the report, its readers, and the length, ask it to provide two or three structural options, and then you can choose and modify them. The final structure should fit your readers; you don't have to take everything at once.

4. How can you check if the data written by AI in your report is reliable?

Compare each item with the original records; if the source cannot be found, digits and citations are directly deleted or supplemented. AI-generated content requires manual verification, especially regarding amounts, dates, and ratios.

📝 Summary

Whether AI writes reports effectively depends on providing a reliable structure. First, use examples or templates to build a framework, then fill in the content of this issue paragraph by paragraph, and finally, format and finalize the report. This makes the report more stable and easier to reuse.

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