From request to finished document

Asking AI to "make a 10-page proposal" in a single request almost always produces a document that looks complete but is shallow: neat headings, generic content and figures of unclear origin. Long documents are better built in four stages, and you hold the wheel at each one.

1. Outline. Ask for a list of sections with one sentence of content each. Write the request with our checklist (Goal, Reader, Material, Limits, Shape, Check; see the request checklist lesson). This is where a wrong direction is cheapest to fix: strike or move one line.
2. Section by section. Write one section per request, with the material for that section. The model works more carefully on a clear piece than on ten pages at once.
3. Editing. Read it whole, as the reader. Remove repetition between sections, align terms and cut sentences that say nothing.
4. Check before sending. Names, dates, figures and references are checked one by one.

An AI draft is material, not the final product. Your name is on the document, not the model's. The parts that go wrong most often are always the same: names of people and institutions, dates, figures, and references to rules or other documents. Figures have their own lesson (checking figures and measuring results); claims and references are checked as in the lesson on checking output.

Two small habits prevent big problems.

Check everything referred to. Documents often mention things outside themselves: "attached", "see Table 3", "fill in the form at the following link". AI will happily write "full schedule attached" when no schedule is attached, or cite "Table 3" that became number 4 after you moved a section. Before sending, search for every word like "attachment", "attached", "table", "figure", "link" and "see". Make sure each reference points to something that really exists, with the right number, and that the recipient can open it, not only you.

Prepare a way back. When a new AI-made version is about to replace an old document, such as an official letter template or an SOP, first save the old version with a clear name, for example with the date. Do not overwrite an approved file. If the new version turns out to drop an important clause or change an agreed tone, you can go back in one minute, not rebuild it from memory.

When writing section by section, each prompt should carry three things: the outline you approved (so the model knows where this section sits), the material for that section, and one sentence on what the previous section covered (so it is not repeated). Do not paste the whole document each time; an overfull context makes the model lose focus and start mixing sections. If a section needs figures, paste the figure table into that section's prompt only. Once all sections are done, put them together in your own document, not in the chat, and read it from the start. Reading the whole thing in the document often shows problems you cannot see when each section is read separately on the chat screen.