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What AI Is Actually For

The usual conversation about AI in this business is whether it's going to replace the agent. I think that's the wrong question, and I think it's kept us from asking the more useful one: what happens to the time it frees up.

In the first blog post, I wrote about how much of this job is invisible — the calls, the chased-down details, the problems solved before a client ever knows there was a problem. None of that shows up in a listing description, and most of it doesn't show up in how a client remembers the relationship either. It just quietly eats the week.

That's the part of the job AI is actually good at. Not the relationship. The busy work sitting on top of it.

What the research actually shows

Researchers from Stanford and MIT studied what happened when a Fortune 500 company gave over 5,000 customer support agents access to a generative AI assistant — a tool that helped with the work in real time, without taking the conversation over. Productivity rose 15% on average, published in the Quarterly Journal of Economics. Efficiency went up. Quality didn't drop.

That's the part worth borrowing for this argument: real, measured evidence that AI can absorb genuine work and free up real time. What a business does with that time is a separate question, and it's the one I actually care about.

For a call center, freed-up time turns into more tickets. That's the job — volume is the point.

Real estate isn't a volume business pretending to be a relationship business. It's a relationship business that happens to require a lot of volume-shaped tasks to get there. Comp research. Scheduling. Draft copy. Follow-up that has to happen whether or not you feel like doing it that day. None of that is what a client is paying for. It's what stands between you and the part they are paying for.

The part that doesn't sleep

There's a second piece to this that has nothing to do with productivity studies. Software doesn't take a day off. It doesn't need you to be awake, or done with a showing, or back from vacation, to keep working. A reminder still fires. A deadline still gets tracked. A client update still goes out on schedule, whether you were the one sitting at a desk at 8am to send it or not.

That's coverage, and coverage is worth something different than speed — it's the difference between a client who has to wonder if something got missed while you were with another client, and a client who never had reason to wonder at all.