How Michael Rand Realty rebuilt itself around AI
It used to take a few hours to do what I thought was a polished pitch deck for a client — and that's after a few hours running numbers. Now I do deeper numbers and projections, better design, and more polished output in under 30 minutes.
The problem
Michael Rand Realty was growing fast across two states, serving residential buyers and high-net-worth investors — including professional athletes. But the firm's presentation didn't match its ambition. Creating custom listing materials took hours, property pages were generic, and competing for premium listings meant showing up with the same templates everyone else used.
Michael was already using ChatGPT and Perplexity and thought he was "using AI." In practice it was chatting and drafting — helpful, but incremental. What the firm didn't have was AI woven into how it actually operates.
The turning point
The shift came when the team stopped using AI and started building with it — giving the firm its own tools and intellectual property instead of better prompts.
Early adoption
The team used Perplexity for property research and ChatGPT for client communications — fast, but the work still ran through manual, generic tooling.
Building with Claude Code
OneWave introduced Claude, and the team moved from chatting to building — rebuilding the entire company website from scratch as the first project.
The Zillow app + agents
They built a tool that turns any Zillow link into a bespoke property website and pitch deck in minutes, plus 5 AI agents and 10+ Claude skills for research, underwriting, and outreach.
Blueprints into digital showings
Michael now turns blueprints into photoreal digital showings with AI image and video generation — and is building Mila Management, a property platform expected to save $200K+ a year.
Why it matters
Relationships get you in the room; presentation wins the listing. Michael Rand Realty competes with firms ten times its size because it builds its own tools — hitting its annual sales goal in about four months and turning premium presentation into a repeatable, owned advantage.
What building it themselves delivered
Cut vs. built
When we walk into a meeting with an athlete or a high-net-worth investor now, we're showing them a custom property site that's already live — not a PDF, not a template. Nobody at our level is doing that, and it's why we win listings against firms with ten times the headcount.
Compete above your headcount
We help firms build the tools that let a small team present — and win — like a much bigger one. Start with a short call.