There are two things in every transaction, and it’s worth saying them plainly.
The first is the deal: the negotiation, the coordination, the problem solving, the hundred small decisions that carry a transaction from offer to close. That’s the work, and the agent does all of it.
The second is the file: the record proving the work was done correctly. Disclosures, signatures, dates, the trail a broker or a regulator can follow.
Both matter. Here’s the odd part. We ask the agent to connect them by hand.
Why is that arrangement strange?
Because the file describes work the agent already did.
Every document in it corresponds to something that actually happened, with the agent right there when it did. The system watched none of it, so afterward the agent goes back and tells the system what occurred, in the system’s preferred format, on the system’s schedule.
That isn’t the agent doing their job. It’s the agent doing the software’s job.
What does it cost?
Time, at the end of the day when the real work is finished. And accuracy, which is the cost people miss: a file built from memory is thinner than the events it describes. The context that made a deal make sense is exactly what fails to survive the retelling, which is why connecting what the agent lived to what the broker sees matters so much.
What should it look like instead?
Picture two rivers meeting. The work is one current and the record is the other, and they should join into a single natural flow rather than being carried between banks by hand.
If the work is happening anyway, the record should form as a byproduct of it. Not a report the agent writes about the transaction, but a record that accumulates because the transaction occurred. The agent’s attention stays on the deal. The file stays accurate, because it was built from events rather than recollection.
A natural deal flow is genuinely hard to build. It’s also the right target, and like the coordination work nobody is assigned, file assembly became the agent’s problem by default rather than by design.
We need to do better.
The full Ethica blog library lives at heyethica.com/blog
Judd Hoffman is CEO and Co-Founder of Ethica AI, building AI-powered tools for real estate transaction workflows.
