OpenAI’s DevDay announcement this week was easy to get excited about. ChatGPT Space: shared workspaces where people, files, and AI agents work in the same place, with living documents everyone can edit and always-on agents that keep working in the background. It is a compelling vision.
But let us be honest about what it is right now: inspiration, not reality. At least not for a brokerage. A consumer AI workspace is not where regulated client documents should live, it is not where a broker runs supervision, and it is not audited to the standards a real estate transaction demands. The interesting question is not whether agents should start running deals out of ChatGPT. It is what happens when the transaction management providers we already trust build this kind of technology into the platforms brokers run on.
That is the version I am looking forward to: Spaces-like workflow inside the systems of record, built around two principles from the start: human in the middle (HIM) and human expert review (HER).
HIM: Human in the Middle. For anything consequential in a transaction, the AI prepares but the human decides. The AI never acts on the client or the record alone.
HER: Human Expert Review. Review as a designed step, not a rescue operation. The system brings the exceptions to the expert instead of the expert hunting through every file.
The keynote: Dots doing the follow-ups. Alongside Spaces, OpenAI introduced Dots: always-on agents that keep working in the background across connected applications. Put a Dot inside a transaction and you get the follow-up engine the industry has always needed. Walk it phase by phase. Contract to pending: the Dot confirms the earnest money, hunts down the missing initials, and routes anything unresolved to a one-tap HIM approval. Inspections: it tracks the contingency deadline, nudges the scheduling, follows up on late reports, and drafts the repair amendment for HIM approval. Appraisal: it chases the lender, tracks completion, and flags value gaps for HER. Financing: it nudges for the commitment letter, tracks conditions as they clear, and keeps the contingency date in view. Title: it confirms the search was ordered and flags exceptions before they surface at the closing table. Closing: it schedules the walkthrough, watches the three-day disclosure rule, and lines up funds and documents.
Notice what the Dot never does: send anything to a client on its own, release a contingency, or alter the record. Every consequential step waits for HIM. Every exception lands in front of an expert for HER. The Dot does the chasing. The humans do the deciding.
The consumer already has a login. This is the next step. Today’s systems give clients a window into their side of the deal, and that was real progress. But a portal is a place to look. A Space is a place where the work is happening: a living page, current to the minute, instead of a login to a static folder. The Dot is what makes it alive.
What this delivers, measured against the three things every broker wants: compliance becomes the default, not the audit, because the room keeps score while the work happens and HER turns broker review into exception-based expert review. Time comes back to the people, because the living view collapses the status-update chain and the HIM moments are one-tap approvals. And joy returns when the anxiety leaves: the 10 p.m. worry and the Monday morning archaeology get replaced by a process that feels like progress, with the human parts of the deal getting the time the administrative parts used to consume.
The shadow AI problem is already forming. Plenty of brokerages still do not provide transaction management, and plenty of MLS markets have no platform at all. Those agents still have closings to run, and the moment Spaces and Dots are consumer features, some agent will wire one up to their Gmail and run deals out of a personal AI workspace the broker cannot see, supervise, or produce in discovery. No audit trail, no HIM, no HER. Brokerages need a policy now on sanctioned versus prohibited AI for transaction work, and they need to educate agents that putting a client contract into an unsanctioned workspace is a liability event the broker answers for. The strategic answer is the sanctioned path: give agents this workflow with HIM and HER built in, and there is no reason to freelance.
A final word for the providers: HIM and HER cannot be afterthoughts. I wrote last month about AI becoming the biggest broker-supervision risk in the industry’s history. Build the human into every consequential action and expert review into every workflow from day one. The audit trail, the permission model, and the retention policy belong in the foundation.
The technology to deliver compliant, faster, more joyful transactions just had its coming-out party. Now it needs a home inside the platforms the industry actually runs on, built with HIM and HER in the design. The providers who build that home first will redefine what transaction management is for.
The post Let the Dots Do the Follow-Ups: What Transaction Management Providers Should Build Next appeared first on WAV Group Consulting.
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