AI Is the Best Prep Cook You'll Ever Hire. Here's How I Use It Every Day in Sales.

Forget the debates. AI won't close your deals, but it will do your mise en place better than any assistant you could afford. A founder's daily playbook, with the exact ways to use it.

The best kitchens in the world are not the ones with the most talented chefs. They're the ones with the best prep. Photo by Jessie Maxwell / Unsplash

Walk into any great restaurant kitchen at 2pm, hours before service, and you'll find someone doing the unglamorous work that makes the whole night possible. Chopping. Portioning. Labeling. Reducing stocks. Setting up the station so that when the tickets start flying at 7, the cook can just cook.

The French call it mise en place. Everything in its place. The best kitchens in the world are not the ones with the most talented chefs. They're the ones with the best prep.

That's what AI is in sales. It's the best prep cook you will ever hire. It works at 6am without complaint, it never calls in sick, it costs less than your coffee budget, and it does the three hours of grunt work that used to stand between you and the actual job, which is sitting across from a human and helping them say yes.

I use AI every single day, not as a debate topic but as a tool, the way a cook uses a sharp knife. Here's exactly what that looks like, the real, daily, concrete version. Steal all of it.

Before the call: the 90-second dossier

This is the single highest-value thing AI does for me, every day.

Before any call with a prospect, or in your case, a potential customer, I have AI build me a briefing: what the company does, what's changed recently, who I'm talking to, what they've said publicly, who they hired, who they lost, what their market is doing this quarter.

What used to take twenty minutes of tab-juggling now takes ninety seconds. And here's what it actually buys you: you walk into the call already knowing the terrain. You don't waste the first ten minutes asking questions Google could have answered. You ask the second-level questions instead, and the prospect feels it immediately. People can tell when you've done your homework. It reads as respect.

Try it tomorrow: before your next sales call, ask your AI for a one-page brief on the company and the person. Then ask it: "Based on this, what are three problems this company probably has right now that my product could touch?" That second question is where it gets good.

The sparring partner: roleplaying the hard conversation

This one changed how I prep, and almost nobody does it.

Before a difficult conversation, a pricing discussion, a renewal, a prospect I know is comparing me against someone cheaper, I ask AI to be that person. I tell it: "You're a skeptical CFO at a 40-person startup. You think my price is too high and you have a cheaper alternative. Push back on me. Be difficult."

And then we go a few rounds.

By the time I'm on the real call, I've already heard the hardest version of every objection three times. The real CFO is never as brutal as the rehearsal. I'm calm, because I've already taken the punches in the gym.

It's what chefs do when they cook a new dish ten times before it goes on the menu. The performance is only ever as good as the rehearsal nobody sees. And AI gives you an infinitely patient sparring partner who never gets bored of throwing the same objection at you until you can answer it in your sleep.

After the call: the memory you don't have

Every call I run gets transcribed and summarized. The key quotes, the commitments made, the thing the prospect said in minute 34 that I would absolutely have forgotten by Thursday.

Here's why this matters more for founders than for anyone else: you're holding your entire company in your head. Product, hiring, investors, and every sales conversation. Your memory is the most overdrawn account you own.

AI is the notebook that actually listens. After the call, ask it: "What did they commit to? What did I commit to? What objections came up? What exact words did they use to describe their problem?"

That last one is gold, by the way. The exact words. Because the best sales copy you will ever write is not written by you or by AI, it's spoken by your customers, captured in transcripts, and quoted back to the next prospect. AI just makes sure you never lose it.

The follow-up factory (with you as head chef)

Follow-ups are where deals are won, and follow-ups are what founders skip, because at 6pm, after a full day, writing four thoughtful emails feels like running a second marathon.

So here's the workflow: I dictate the rough thought, "follow up with Maya, reference the integration concern, suggest the pilot structure, keep it short", and AI drafts it. Then I rewrite it in my own voice, which takes two minutes instead of twenty, because editing a draft is ten times easier than facing a blank page.

The AI never sends anything. I'm the head chef, every plate gets looked at before it leaves the pass. But the prep cook got the dish 80% of the way there, and that 80% is the difference between sending four follow-ups tonight and sending zero.

The deals you're losing right now are probably not lost to better competitors. They're lost to follow-ups that never got written because you were tired. Fix that, and you've fixed more than most strategy overhauls ever will.

The strategist on retainer

Beyond the daily grind, AI is the cheapest strategic thinking partner you'll ever have. Some of the ways I use it with founders:

Pressure-testing the pitch. Paste in your pitch and ask: "You're a busy buyer or investor who gets 50 of these a week. Where did you stop reading, and why?"

Mapping the B2B market. "List the ways companies like (the one you would like to contact) currently solve a problem (that your product solves), including doing nothing." The "doing nothing" part matters, your biggest competitor is almost always inertia, and AI is good at reminding you of that.

Finding the pattern in your pipeline. Paste in your last ten deals, won and lost, and ask what they have in common. Founders are usually too close to their own pipeline to see it. The pattern is often embarrassingly obvious once someone points at it.

Preparing pricing. Before you set or raise a price, give AI the pricing data for your products and services and have AI argue both sides: the case that you're too expensive, and the case that you're too cheap. You'll walk into the pricing decision having already heard the whole argument.

None of this replaces your judgment. It feeds it. The strategist on retainer doesn't make the call, but it makes sure you've seen the board before you move.

The one thing the prep cook will never do

The prep cook does not cook the meal.

The call itself, the demo, the moment a human decides to trust you, that's yours. It was always going to be yours. AI clearing three hours of prep off your plate isn't a way to avoid that moment. It's what buys you the energy to be fully present for it.

Even though AI agents will certainly negotiate sales deals in the future, fully automated and around the clock, human influence remains crucial, especially in sales.

The founders using AI best aren't having fewer human conversations. They're having more of them, better prepared, with more left in the tank.

That's the whole game.

AI is the best prep cook a founder ever hired: it builds your pre-call dossier in 90 seconds, spars with you on hard objections before the real conversation, remembers everything your overdrawn founder-brain can't, drafts the follow-ups you're too tired to write, and pressure-tests your strategy for the price of a coffee. It will never cook the meal, the human moments are still yours, but it clears the prep so you show up to those moments sharp, rested, and ready. Use it daily. Stay the head chef.