I Built a Complete Real Estate AI System in 90 Minutes This Morning
Ever wonder what happens when you stop talking about AI and actually start building?
Ever wonder what happens when you stop talking about AI and actually start building?
This morning, I fired up a live stream with zero preparation.
No scripts.
No safety nets.
Just me, an idea, and 90 minutes to prove a point.
The mission: Build a complete multi-agent AI system that could analyze any property deal from start to finish.
Talk to any real estate professional, and they'll tell you the same thing - property analysis is death by a thousand tasks.
Research the owner.
Check market comps.
Review public records.
Calculate cash flow.
Assess legal risks.
Each task requires different expertise, takes hours, and is critical to making the right decision.
What if one system could handle it all?
The 90-Minute Build
I started with nothing but an idea and Relevance AI's platform.
The architecture was simple but powerful: a Manager Agent as the orchestrator, plus specialist agents for Owner Intel, Market Intel, Public Records, Underwriting, and Legal Risk.
Each agent had specific tools and knowledge bases.
Each agent could communicate with the others.
Each agent focused on what it did best.
Once I was done, I fed the system a random property address and sat back to watch.
The Manager Agent immediately delegated tasks to each specialist.
Owner Intel started researching property ownership through LLCs.
Market Intel began pulling comparable sales and rental data.
Public Records dove into permits and zoning information.
All happening one by one.
In less than 15 minutes, the system delivered a comprehensive executive summary:
"Property does not meet Sapphire Realty Management's investment criteria under current market and financial conditions. While the asset is clean from legal and environmental perspective, the underwriting analysis reveals critical mismatch between market cap rates and prevailing debt costs, resulting in negative leverage and debt service coverage ratios..."
Complete with supporting evidence from each agent.
Complete with specific recommendations.
Complete with risk assessments.
This is what $50,000 worth of analysis looks like....
Why This Changes Everything
But here's what excites me most - this isn't just about real estate.
This is about completely reimagining how work gets done.
Consider your industry: What complex analysis do you do repeatedly?
What expertise could be systematized?
What tasks require multiple specialists working together?
Now imagine having AI as your sidekick throughout it all.
For my real estate audience, this system is game-changing.
Agents can instantly analyze any listing for clients.
Investors can screen deals at scale.
Brokers can provide deeper insights than any competitor.
Lenders can automate initial underwriting processes.
The competitive advantage is massive, the time savings are extraordinary, and the edge this gives you is insane.
This framework works for ANY industry that requires multi-step analysis.
Legal teams doing contract review and due diligence.
Finance professionals handling investment analysis and risk assessment.
Healthcare providers managing patient evaluation and treatment planning.
Manufacturing operations running quality control and supply chain analysis.
The possibilities are literally endless.
The Builder's Mindset
Here's the lesson that matters most: Stop waiting for the perfect moment.
I had an idea this morning.
By 1:00 PM, I had a working system.
No elaborate planning. No extensive research. No committee meetings.
Just build. Test. Iterate.
This is how you win in the AI era.
While others debate and hesitate, you ship.
While others theorize, you demonstrate.
While others wait for permission, you create the future.
The question isn't whether AI will transform your industry.
It's whether you'll be the one doing the transforming.
Want to see the complete 90-minute build process?
I recorded everything - every decision, every mistake, every breakthrough.
Ready to build your own multi-agent system?
No sales pitch. Just strategic guidance on what's possible.
What complex process in your business could be entirely transformed by AI?
If this got your wheels turning about what's possible with AI, do me a favor:
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The more people building with AI instead of just talking about it, the better we all get.
Best,
Avi