Ed Neuhaus 
Last June I was bored. Not “slow Tuesday” bored. Full-on, it’s-11pm-and-I-should-be-asleep-but-my-brain-won’t-quit bored. So I did what I always do in that situation: I built something unnecessary.
I connected my CRM to an AI model. Not because a vendor pitched me on it. Not because I read a think piece about it. Just because I could, and because the alternative was staring at the ceiling. Six months later I open sourced it, and now there are 157 tools available for free on GitHub.
I tell you that story not to promote the thing (ok, a little bit to promote the thing) but because building it changed how I think about where AI is going to land in this industry. And I think most people have it backwards.
The conversation right now is about whether AI will replace Realtors. I get it. It’s a provocative question. It gets clicks. But it’s the wrong question, and asking it causes people to miss something that’s already happening.
AI’s first casualty in real estate won’t be the agent. It will be the middleware.
The Tools Nobody Actually Uses
According to T3 Sixty data, the average agent subscribes to 23 tools per brokerage. Twenty-three. And 80-90% of agents don’t actually use the tools their brokerage provides. So the math is: agents are paying for tools they ignore, brokerages are buying tools nobody opens, and everyone keeps renewing because canceling feels like admitting defeat.
A CMA tool at a month. A drip campaign platform at . A social scheduler for . Lead scoring at . A newsletter tool for . That’s a month, roughly $,000 a year, for tools that mostly do one thing each and require you to log into five different dashboards to do it. Victor Lund at WAV Group generated a CMA in under two minutes using AI last month. Two minutes. With a subscription.
The PropTech funding market seems to sense what’s coming. Funding is down 57% from peak. Six companies from T3 Sixty’s Tech 200 were acquired in a single year. And Cove CEO Sandeep Ahuja said it out loud in a way I thought was remarkably honest: “We literally are AI killing SaaS in proptech.”
Not going to lie, that sentence stopped me when I read it. Because it’s exactly what I stumbled into by accident last June.
What the Math Actually Looks Like
One AI subscription costs a month. Add a free connector (like, say, the one I built and gave away), and suddenly you have a system that can pull up a contact’s history, draft a follow-up email in your voice, analyze a property’s rental potential, schedule your social posts, and summarize the last three months of your pipeline. All in one conversation. No logins, no tabs, no subscription renewals.
I know you are thinking: that sounds great in theory but the reality is I don’t have time to set that up. Fair. But here’s the thing, you also don’t have time to use the 23 tools you’re already paying for. At least with this version, you only have one thing to learn.
What Survives (And Should)
I want to be fair here because not everything is middleware. Transaction management, e-signatures, MLS infrastructure, accounting, compliance software. Those need precision and auditability that AI isn’t ready to own. If an AI hallucinates a clause in your transaction management system, that’s a license problem. That category isn’t going anywhere.
But the middleware? The tools that just read your CRM and write an email? The tools that score a lead based on criteria you set up in 2022 and never revisited? The tools that schedule the same five posts you’ve used since 2023? Those are exactly what one AI subscription and a free connector replace, and they’re the majority of what agents actually pay for.
So What Does This Mean for You?
I’m not saying to go cancel everything today (well, unless your brokerage is paying for it, in which case lucky you). I’m saying the next time a vendor pitches you a /month tool that does one specific thing, ask yourself whether an AI that already knows your entire business couldn’t just do that thing too.
Most of the time the answer is yes. The AI is already there. The connector is free. The only thing missing is someone willing to be bored on a Tuesday night.
The Realtor conversation isn’t going away. But while everyone debates the far-off existential question, the quiet collapse of the $,000/year middleware stack is already underway. It started before most people noticed, and it won’t wait for the industry to catch up.
Frequently Asked Questions
Work With an Agent Who Actually Uses This Stuff
If you’re buying or selling in Austin and want to work with someone who spends their Tuesday nights building AI tools instead of watching Netflix, Ed Neuhaus and the team at Neuhaus Realty Group have been working the Austin and Hill Country market for 16 years. We know the neighborhoods, the data, and apparently how to connect things that weren’t designed to talk to each other.
Ed Neuhaus is the broker of Neuhaus Realty Group in Austin, Texas and the creator of the open source Follow Up Boss MCP Server.
