
Zapier vs. Make vs. n8n: Which Automation Platform Should CRE Teams Use With AI?
Choosing the right automation tools for CRE teams used to be a straightforward question. Pick the easiest platform, connect your apps, save time. That framing made sense a couple of years ago. It does not quite fit anymore.
MCP changed…

What is the best AI model for real estate right now?
With the pace at which new AI models are being released, this has become a surprisingly difficult question to answer.
One week a model is best-in-class. The next week, a new release leapfrogs it. Pricing changes. Benchmark results update.…

The AI.Edge Q1 2026 Build Competition – Winners Announced!
The Q1 2026 Build Competition has officially wrapped, and what a quarter it was.
From autonomous valuation tools to AI-powered permit assistants, this cohort pushed the boundaries of what's possible when CRE professionals put AI to work. The…

Workshop #4: Give AI the CRE Intelligence It Needs
On a recent live follow-up workshop, we took the Multiplier Framework out of theory and into one of the most important (and most unsolved) problems in CRE AI: data.
Your AI is only as good as what you give it. Without access to real data,…

Episode 7 of Multipliers: Be an Advisor, Not a Broker
There is a version of every professional service job where you are just moving paper. Executing transactions, billing hours, closing deals. And there is another version where the person across from you feels like you are actually on their side.…

Episode 6 of Multipliers: The Skills That Don’t Become Obsolete
Every few years, a new technology arrives and someone declares a skill dead. Spreadsheets killed accounting. Search engines made memorization pointless. Now AI is coming for everything else, or so the argument goes.
The problem is that the…

Episode 5 of Multipliers: It’s All Fundamentals
The real competitive advantage in commercial real estate has never been access to information. It has always been knowing what to do with it.
That was true when the edge was a Bloomberg terminal. It was true when the edge was a well-built…

How to Connect an MCP Server to Claude Desktop (No Developer Experience Required)
A few weeks ago I asked Claude Desktop to reorganize a folder on my computer. It reviewed the entire folder: every file and subfolder inside it, proposed a new layout, and once I approved it, made the changes itself.
I didn't set anything…

Setting Up Your First OpenClaw for Commercial Real Estate Professionals
Back in 2022, when most of the commercial real estate industry had never heard of ChatGPT, we started writing about it. Since then, we’ve published hundreds of pieces of AI content and built AI.Edge, the largest community of CRE professionals…

Episode 4 of Multipliers: AI Crossed the Threshold
AI is not replacing expertise. It is revealing who has it.
The professionals who have spent years building real judgment, real methodology, and real domain knowledge are discovering something unexpected: AI does not compete with them. It…

What Is MCP and Why Should CRE Professionals Pay Attention?
Everyone in commercial real estate is talking about AI agents right now. Fewer people are asking what is MCP, the piece of infrastructure that makes those agents actually useful.
If you haven't heard of it yet, you will.
MCP stands for…

The Multiplier Framework Workshop #3: AI Skills
On a recent live follow-up workshop, we took the Multiplier Framework out of "high level theory" and applied it to one of the most important (and most overlooked) concepts in AI productivity: skills.
Every CRE professional has methodology…

How I Built a Real Estate DCF Web App with AI in Five Minutes (Updated March 2026)
Over the past year, we've been experimenting heavily with (and successfully using) AI coding tools to push the boundaries of what's possible in commercial real estate. We've used v0 to quickly scope frontend designs, and we've spun up various…
Episode 3 of Multipliers: The Coming AI Divide
The AI divide is not a prediction. It is already here.
Some professionals are doing in 20 minutes what used to take two days. Others have not changed a single workflow.
Both groups show up to the same offices, live in the same neighborhoods,…

AI Crossed a Threshold. Let Us Help You Prepare.
I’m sitting in warm Miami, looking out over Biscayne Bay. Super yachts glide past fishing boats. A soft drizzle is settling over the water, and still the steady stream of vessels continues. The sun most certainly will be back out soon and…
