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Agent Workflow3 min readSeptember 14, 2026

Real Estate Isn't All Champagne and Marble Floors

Judd Hoffman
Judd Hoffman

CEO and Co-Founder, Ethica AI

What does television get wrong about this job?

On TV, real estate is big kitchens, sharp negotiation, and champagne at the closing table. Every scene is the interesting part of the deal.

That's the highlight reel, and it isn't a lie exactly. Those moments happen. They're just a rounding error against everything else the week is made of.

So what does the day actually look like?

Calling somebody a third time because they still haven't sent back the signed attachment.

That's the job. Not the negotiation, not the walkthrough. The follow-up on the follow-up, the document that's been sitting in somebody's inbox since Tuesday, the reminder that has to go out again because the first two didn't land.

None of that makes a good scene. There's no music under it and nobody's pouring anything. It's a person with a phone, working through a list of people who meant to get back to them and didn't, and then working through the same list again tomorrow.

Why does the unglamorous part matter so much?

Because it's the part that moves the deal. Nothing closes because somebody was charming at the kitchen island. It closes because the file finally got complete, and somebody had to chase every piece of it down to make that happen.

That's also the part that pays. An agent doesn't get paid for the tour or the advice. They get paid when the paperwork lands, which means the chasing isn't a distraction from the work. For long stretches of the month it is the work.

So what should AI take off the plate?

Not the judgment. Not the relationships. Those are the reasons a client picked this agent over the other four they interviewed, and handing them to software would be measuring the whole thing wrong.

The chasing. That's what should move.

Nobody got into this business to send a fourth reminder about an attachment. If the assistant carries the third and fourth follow-up, and the agent keeps the conversation, the negotiation, and the read on what a family actually needs, then the split makes sense. Software is patient in a way people can't be at 6pm on a Friday.

Handle the chasing, and the agent gets back to the champagne.

Quick Takes

What does a real estate agent's day actually look like?

Mostly follow-up. Calling a client a third time about a document that's been sitting in an inbox since Tuesday, and sending the reminder again because the first two didn't land. The negotiation and the walkthrough are real, but they're a small share of the week.

Why does the administrative half of real estate matter so much?

Because it's the half that closes the deal and triggers the commission. An agent isn't paid for the tour or the advice, they're paid when the paperwork's complete, so the chasing isn't a distraction from the work.

What should AI take over for a real estate agent?

The chasing, not the judgment or the relationships. Ethica, the AI transaction assistant, is built to carry the third and fourth follow-up so the agent keeps the conversation, the negotiation, and the read on what a client actually needs.

Sources

  1. Nobody Gets Paid Until the File Is Complete: The same administrative pile, seen from the end of the deal where it holds up the check.
  2. We're Measuring AI Completely Wrong: On why the right measure is how much of the day AI returns to the work only a person can do.

Full Transcript

It's not all champagne and marble floors.

It's funny how TV makes real estate look like big kitchens, negotiations, and champagne and closing.

The actual job is calling someone three different times because they still haven't sent the signed attachment.

That's the unglamorous stuff that keeps the deals moving and basically gets the real estate agent paid.

AI should not replace the agent's judgment or relationships.

What AI should do, it should handle more of the chasing so agents can get back to the champagne.

Judd Hoffman

Judd D. Hoffman

CEO and Co-Founder, Ethica AI

Judd D. Hoffman is CEO and co-founder of Ethica AI, with nearly three decades across title, real estate technology, and operations. He has held $2 billion in title P&L responsibility. He was previously President of First American Title and Chief Transformation Officer at Doma, and led Iron Title through its 2021 exit.