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Market InsightsPodcast Clips #82 min readSeptember 15, 2026

Let Them Sell

Judd Hoffman
Judd Hoffman

CEO and Co-Founder, Ethica AI

What the assistant is actually for

Most real estate technology eventually gets around to replacing some piece of the agent. Find the buyer for them. Answer the client for them. Write the offer for them.

I want the opposite of that. Let them sell. Let them be my best friend. Let AI do everything else.

Why real estate, out of every industry?

Because real estate has been good to me, and I'd like to return the favor.

Realtors built my homes. Not as a figure of speech. I've bought and sold through people who did the actual work, and I've watched what that work costs them at night and on weekends. Picking this industry wasn't a market-sizing exercise, it was a debt.

There are more than 200,000 REALTORS in California and roughly 1.4 million across the country. Every one of them runs a one-person business around the largest financial decision most families ever make. For a long time the industry treated that population as a rounding error, and the tooling they were handed shows it plainly.

The pattern isn't unique to real estate, though. In any profession, AI can become your personal assistant. The only question is whether anybody bothers to build you one.

What does giving back an hour look like?

Here's the test I run on myself.

I'm sitting in a studio for an hour recording a podcast. My assistant is looking at everything for me while I do it, and when something needs me, it buzzes and tells me what to do. That's the product, stated plainly. It's giving me back my hour.

The version that actually matters is smaller, and it happens later that night. I can sit with Katie at dinner and not look at my phone. Not because she's asked me to. Because I know it's being taken care of.

Doesn't anyone deserve that?

Isn't that just time savings?

No, and the difference is the whole point.

Time savings is a number on a slide. What I'm describing is the gap between being at the table and being at the table with one eye on a notification. An agent who spends a showing half-present isn't disorganized. They're carrying work that was never theirs to carry. Nobody scheduled that work, and it still lands on them every single day.

Take that off them and they don't get more efficient, exactly. They get available. Available to the client in front of them, and to whoever's waiting at their own dinner table.

That's what we're betting on. The goal was never to do the selling.

Quick Takes

What should an AI assistant do for a real estate agent?

Handle everything that is not selling or advising. The assistant watches the transaction in the background and interrupts only when a decision actually needs the agent, which returns time rather than replacing judgment.

How many real estate agents are there in the United States?

The California Association of REALTORS reports more than 200,000 members, and the National Association of REALTORS reported about 1.44 million members in mid-2026. Each is effectively a one-person business.

Is AI in real estate just about saving time?

Time savings is the measurable part, but the point is presence. An agent carrying administrative work is half-attentive during showings and client conversations, and removing that work makes them available rather than merely faster.

Sources

  1. Fargo Talks with Jeff Fargo: The full Fargo Talks episode with Jeff Fargo that this clip is drawn from.
  2. Fargo Factor: Jeff Fargo's company, and the team behind Fargo Talks.
  3. C.A.R. membership, via the Center for California Real Estate: States that the California Association of REALTORS includes more than 100 local member associations and more than 200,000 REALTORS, REALTOR Associates and affiliate members.
  4. NAR: Membership Remains Above Forecast: National Association of REALTORS membership reported at 1,438,569 as of late June 2026.
  5. Where The Money Actually Leaks In Real Estate: On the administrative work surrounding the transaction that pulls agents away from clients.
  6. We're Betting on the Agent: On building for the agent rather than around them.

Full Transcript

Let them sell, let them be my best friend, but let AI do everything else. And so I truly believe that, again, I just happened to pick real estate because real estate has been so good to me, and realtors built my homes, right? Realtors have been so good to me, why not give back? But in any profession, AI is going to become your personal assistant. Like you just said, I'm sitting here for an hour with you, my Codex is looking at everything for me, and it's going to buzz and tell me what to do. It's giving me back my hour. I can sit with Katie at dinner and not look at my phone. Not because she tells me not to, because I know it's being taken care of. Doesn't anyone deserve that?

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.

Podcast Clips

A video series from Ethica AI CEO Judd Hoffman. New episodes drop on LinkedIn.