Building a Presentation Outline With an AI Assistant

Maker's note: 기준일 2026-10-09. From the AZET team (AZET 운영팀), who build azet.io. Our assistant azet is in an early-access waitlist as of October 9, 2026; the workflow here does not depend on it and works with any assistant.

Ask an AI assistant to "make a presentation about our Q3 results" and you will get twelve slides with tidy headings and three bullets each. They will look finished. They will also be the same twelve slides anyone else would get, because the assistant knows nothing about your audience, your numbers, or the decision you need from the room. The useful way to work is the reverse: you supply the substance, and the assistant helps you find the structure. Here is the routine we use.

Start with the audience, not the topic

Before any outline, answer four questions in a few lines and give them to the assistant.

Question	Example answer
Who is in the room?	Six department heads, not technical
What do they already know?	They saw last quarter's numbers; they have not seen the new pricing
What do I want them to do afterwards?	Approve a two-month pilot
How long do I have?	Fifteen minutes plus questions

These four answers change everything downstream. A fifteen-minute talk to decision-makers who must approve something is a different object from a forty-minute talk to peers who want to learn.

Find the one message

Every talk that works can be reduced to a sentence. Finding that sentence is the hard part, and it is where an assistant earns its place as a sparring partner.

Paste your raw material, notes, figures, half-formed thoughts, and ask: "Based on this, propose five different one-sentence messages this talk could be built around, each aimed at getting the audience to approve the pilot." Read the five. Usually none is quite right, but seeing them side by side shows you what you actually mean. Rewrite the sentence in your own words.

Test it. A good core message is something a listener could repeat to a colleague in the corridor. If it has two "and"s in it, it is two talks.

Shape the outline

With the message fixed, ask for structure, and ask for more than one.

"Give me three different outlines for a fifteen-minute talk built on this message: one that opens with the problem, one that opens with the recommendation, and one built around a single customer story. Headings only."

Comparing structures is far more useful than polishing the first one. For a decision meeting, leading with the recommendation often works best, since senior audiences tend to prefer the answer first and the support after. For a sceptical room, starting with a shared problem may be wiser. You know the room; the assistant does not.

Once you choose, turn headings into assertions. "Market overview" is a label. "Our two largest competitors raised prices this year" is a point. Ask the assistant to rewrite each heading as a full-sentence claim, then check each claim against your facts. A slide whose title is a sentence that can be true or false is a slide you can defend.

Stress-test it

This is the step people skip and the one with the highest return.

• Ask for the hard questions. "You are a sceptical finance director. What are the five toughest questions you would ask after this talk?" Then make sure the outline answers the top two and you have a reply ready for the rest.
• Ask what is missing. "What would this audience expect to see that is not here?"
• Ask what to cut. "If I had to drop three minutes, which section matters least to the decision?"
• Ask for the weakest link. "Which claim here has the least support?"

An assistant is good at playing an audience member because doing so costs it no social capital. It will say the awkward thing a colleague might not.

Keep the numbers and stories your own

Two elements must come from you.

Data. Never ask an assistant to supply statistics for a slide. It may produce plausible figures with no source. Every number in your deck should be one you can trace to a document, and if asked "where is that from?" you should be able to answer in a sentence.

Stories. The example from your own customer, the thing that went wrong last March, the moment in the pilot when it clicked: these are what an audience remembers, and no assistant has them. Use the assistant to tighten how you tell the story, not to invent one.

Be careful, too, about what you paste in. Unreleased financials, client names, and personal data should go only into tools your organisation has approved for that information.

From outline to slides to speech

When the outline is solid, the remaining work goes quickly.

• Slides. One claim per slide. Ask the assistant to flag any slide carrying more than one idea. Resist asking it to write bullets; the fewer words on screen, the more people listen.
• Speaker notes. Draft what you will say in your own voice, then ask for tightening. Read the result aloud. If a sentence is hard to say, change it.
• Timing. A rough rule is around 130 to 150 spoken words a minute. Ask for a word count per section and compare it with your time budget.
• Opening and close. Write these two yourself, last, and learn them. They carry the most weight.

Then rehearse out loud at least twice. No tool substitutes for that.

FAQ

Can an AI assistant make my whole presentation? It can produce generic slides. A talk that persuades needs your audience knowledge, your data, and your examples, with the assistant helping on structure.

What is the best first prompt? Describe the audience, what they know, what you want them to do, and the time available, then ask for candidate core messages.

Should I use AI-provided statistics? No. Use only figures you can trace to a source you have read.

How do I prepare for questions? Ask the assistant to role-play a sceptical audience member and list the hardest questions, then prepare answers.

Does azet create presentations? azet is in an early-access waitlist as of October 2026 and we are not describing features. This workflow is tool-neutral.

Following along

We are building azet for the practical tasks that fill a working day, and getting a talk into shape is one of them. The waitlist at https://azet.io is open and free, with no obligation. Whatever tool you use, find the one sentence first.