Julie Builds/Field Notes
Sales

AI + sales: what actually works (and what's hype)

What held up on real calls, after 25 years selling and 12 carrying my own book of business.

By Julie · @juliethebuilder · Updated 2026

Every week someone tries to sell me an AI tool that will "automate my sales." I have sold for a living for 25 years, the last 12 independent with a book of business that is still active, so let me save you some money. AI does not close deals. People close deals. But AI is genuinely useful for the work that happens around the deal, and knowing the difference is the whole thing.

Here is where it helps, where it quietly hurts, and how to use it without turning into a robot your prospects can smell a mile off.

Where AI genuinely helps in sales

Research and prep before the call

This is the clearest win. Before a call I can get up to speed on a company, a role, or a person in minutes instead of an hour. I walk in knowing enough to ask better questions. Better questions are most of good selling.

Drafting the follow-up you keep putting off

The deal-killer is not usually the pitch, it is the follow-up that never gets sent. AI gives me a draft in seconds so the message actually goes out today. I rewrite it in my voice, but the blank page no longer wins.

Summarizing calls so nothing slips

Turning messy call notes into clear next steps means fewer dropped balls, and dropped balls lose deals. This is also where your book of business lives, so keeping it clean matters more than people think.

Where AI quietly hurts (be careful here)

The moment AI starts touching the human part of the sale, it backfires.

Use AI for the work around the conversation. Never let it into the conversation itself. That is where you are irreplaceable.

The rule I actually use

Before, prep and research: AI welcome. During, the human moment: all me. After, follow-up and notes: AI drafts, I rewrite. If you remember only one thing, remember that the relationship is the product. AI just buys you the time and headspace to be more present for it.

The one that almost got me

Here is my own near miss. I was prepping a batch of outreach for the next morning, and my AI setup handed me back information that was out of date. The contact it gave me was no longer the decision maker.

Think about what that costs. If I had trusted it and picked up the phone, I would have spent my best calling hour pitching someone who could not buy. Worse, I would have used up my one clean introduction to that account on the wrong person, while the person who could actually sign never heard from me at all. You rarely get to walk that back.

I caught it because I check. That is the whole skill, and it is not a glamorous one. AI is equally confident whether or not it is current, and in sales, confidently stale information is more dangerous than no information at all. No information at least sends you to go and look.

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FAQ

Can AI do sales for you?

No. AI can help you prep, research, and draft, but it cannot build trust, read a room, or make someone believe in you. The relationship is still the sale. AI just clears the runway so you can focus on it.

What is the best way to use AI in sales?

Use it for the work before and after the conversation: researching prospects, prepping questions, summarizing calls, and drafting follow-ups you then rewrite in your voice. Keep the actual human moments human.

Will AI make cold outreach work better?

Only if it makes your outreach more specific and human, not more automated. Mass AI-written messages that all sound the same perform worse. Use AI to research one real detail about one real person, then write like a person.