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Practical AI
September 21, 20266 min read

Stop Walking Into Meetings Cold

There's a certain kind of meeting that goes sideways in the first ninety seconds. You sit down, the person across from you mentions something about their business that you clearly should have known, and now you're on the back foot for the rest of the conversation. You spend the next twenty minutes trying to catch up instead of leading.

Most of us have been there. And most of us know the fix in theory: do your homework first. The problem was never that we didn't want to prepare. It's that real prep used to eat an hour you didn't have. So you'd wing it, tell yourself you're good on your feet, and hope the other person didn't notice.

Here's what's changed. That hour of prep can now be about ten minutes. And those ten minutes can make you the most prepared person in the room, whether you're heading into a sales call, a first meeting with a new vendor, a partnership chat, or a conversation with a client you've been neglecting.

Let me walk you through how I'd actually do it.

Prep is a habit, not a talent

Before the how, a quick reframe worth sitting with.

We tend to treat "being prepared" as a personality trait. Some people are just organized, we think. The rest of us show up and vibe. But preparation was never about temperament. It was about time and friction. The prepared person wasn't smarter. They just paid a cost the rest of us skipped.

AI doesn't make you a different kind of person. It lowers the cost. When homework takes ten minutes instead of an hour, "I didn't have time" stops being a real excuse. That's the actual shift here. Not magic, just a lot less friction on something you already knew you should do.

Start by telling the AI who you are and who you're meeting

The single biggest mistake people make with AI is treating it like a search box. They type "tell me about Acme Plumbing" and get a bland paragraph that helps nobody. Context changes everything. Before you ask for anything, tell the AI the whole picture:

  • Who you are and what your business does
  • Who you're meeting and what their business does
  • Why you're meeting (selling something, exploring a partnership, a check-in, solving a problem)
  • What a good outcome looks like for you

A prompt that actually works looks more like this:

"I run a commercial landscaping company. Tomorrow I'm meeting the operations manager at a mid-size property management firm that manages about a dozen office parks. They reached out because they're unhappy with their current vendor. My goal is to understand what's going wrong for them and figure out if we're a fit. Help me prepare."

See the difference? Now the AI knows your angle. It can prep you for your meeting, not a generic one.

Get a briefing, then trust it carefully

Ask the AI to brief you on the company and the people you're meeting. What do they do, who do they serve, what's their likely business model, what pressures is a company like theirs probably under right now.

This is genuinely useful for getting oriented fast. But here's the honest part, and it matters: AI can be confidently wrong about specific companies. Especially smaller or private ones, or anything that changed recently. It might tell you a firm has 200 employees when they have 20, or describe a product they discontinued last year.

So use the briefing for shape, not for facts you'll repeat out loud. If you want current, verifiable details, use an AI tool connected to live web search, or just do a two-minute manual look at their actual website and recent news. Never walk into a room and confidently cite a number the AI gave you without checking it, because AI's confident tone is exactly the trap. Think of the briefing as a smart intern who read everything quickly and might have a couple of details mixed up. Helpful for getting your bearings. Not the final word.

Ask for sharper questions than you'd think of on your own

This is where prep stops being defensive and starts being an advantage.

Ask the AI: "Given who I'm meeting and my goal, what are the five best questions I could ask to understand their situation and move things forward?"

Good questions are what separate a real conversation from a pitch. When you walk in and ask something specific and thoughtful about their business, the whole dynamic shifts. You look like someone who came to help, not someone who came to talk. The AI won't nail all five. But it'll usually surface two or three angles you hadn't considered, and that's plenty. You're not looking for a script. You're looking for a better starting point than your own tired first instinct.

Have it play the other side

Here's my favorite move, and the one most people skip.

Ask the AI to predict what the other person is likely to ask you, and where they might push back. "Play the operations manager I described. What objections or hard questions might you throw at me, and what am I likely to fumble?"

Getting surprised in a meeting is uncomfortable. Getting surprised by a question you could have seen coming is just a missed prep opportunity. Running through the likely pushback beforehand means you've already thought it through once, calmly, instead of scrambling in the moment.

If the meeting itself is a genuinely tough one, a renegotiation or delivering bad news, it's worth going further and rehearsing the whole thing out loud. For a standard meeting, though, a quick "what might they hit me with" pass is usually enough.

Pull it into one page you can actually glance at

You don't want to walk in holding four screens of notes. Ask the AI to boil everything down:

"Give me a one-page prep sheet: what I know about them, my goal, my three best questions, the two objections I should be ready for, and one sentence on how I want to open."

Now you've got something you can skim in the parking lot. That's the whole point. Prep is only useful if it fits in your head when it counts.

Where this does not replace you

Let me be clear about the limits, because pretending AI does more than it does is how people get burned.

AI can prepare you. It cannot read the room. It doesn't know that the person you're meeting had a rough quarter, or that they respond to warmth over data, or that the real decision-maker is the quiet one who hasn't said a word. All of that is your job, and it always will be. The prep gets you to the table informed. What happens at the table is still human work. A few practical guardrails:

  • Don't paste sensitive deal details or private client information into a general AI tool. Keep it to context you'd be comfortable sharing.
  • Verify anything you plan to say out loud as fact. Names, numbers, recent news. The AI is a starting point, not a source.
  • Stay flexible. Your prep sheet is a map, not a railroad. If the conversation goes somewhere better, follow it.

If the meeting is about weighing options, like comparing bids from several vendors, do that homework the same way, and let AI line the quotes up side by side before you sit down.

The quiet compounding effect

Here's the part that sneaks up on you.

Do this once and it's a nice trick. Do it before every meeting for a month and something changes. You start showing up sharper by default. People notice. "You really did your homework" is a thing you'll hear more often. And the meetings themselves get better, because you're spending your energy on the actual conversation instead of trying to figure out who you're even talking to.

The same instinct extends past the meeting, too. When it's time to send the follow-up, the note that decides whether things move forward, give it a second set of eyes before you hit send.

Being prepared used to be a luxury of people with time. Now it's a ten-minute habit available to anyone willing to build it. The tool isn't the advantage. The habit is. The tool just finally makes the habit cheap enough to keep.

If you're trying to figure out where AI actually fits into your business or daily workflow, that's exactly what we help people do at Humanity AI. Sometimes the highest-value use isn't some big automation. It's the ten minutes before a meeting that used to be an hour you never spent.

FAQ

What kind of AI tool do I need to prep for a meeting?

Any of the major general AI assistants work for the prep, questions, and role-play. Look for live web access if you want current company details, since a tool that searches the web in real time gives fresher, more accurate briefings than one working only from older training data.

How far in advance should I prepare for a meeting with AI?

Ten to fifteen minutes before the meeting is plenty for most conversations. For a big pitch or high-stakes negotiation, do a first pass the day before, then a quick refresher right beforehand.

Isn't it obvious when someone used AI to prepare?

No. The prep never shows up in the room. People only see someone who asked good questions and understood their situation, which reads as effort and competence.

What if the AI gets facts about the company wrong?

Assume it might, especially for smaller or private companies. Use the briefing to orient yourself, but verify any specific number or recent event before repeating it, ideally by checking the company's actual website.

Does AI meeting prep only work for sales meetings?

No. The same steps work for vendor meetings, partnership discussions, first calls with new clients, investor chats, or reconnecting with someone you've lost touch with. It applies anytime you want to walk in informed.

Want to talk more?

Tell me what's on your mind and I'll take a look. No pressure, no obligation, just a real conversation about your business.

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