Practical AI and visualizationfor the built environment
Written for small builders, remodelers, and design-build shops. Builder and data scientist, same person — that’s the differentiator.
Latest insights
See all →Welcome to the new Queen City Analytics
A short note on what QCA is now — practical AI and visualization for the built environment — and how the site is organized around three pillars.
AI-assisted estimating: a first look for small builders
What actually works today for takeoffs and rough estimates when you're a two-person office — and what still needs a human eye.
Running a local SEO audit on a real remodeler
Walking through a local SEO audit for True Craft Renovations — what we found, what moved the needle, and what didn't.
Three pillars
ArchViz
Visualization for the built environment.
Buildings, furniture, landscape. Not consumer-product rendering.
AI in Construction
Practical AI for small builders.
Estimating, permits, scheduling, and lead intake for small construction companies.
AI for Media & Marketing
AI-powered marketing for small companies.
Content, ad creative, local SEO, and lead nurture — especially for construction.
Builder and data scientist
Russell runs True Craft Renovations by day and writes about AI and analytics by night. That dual credibility is why the advice here works on real jobsites, not just in demos.
More about QCA →Get the QCA dispatch
Short weekly notes on AI and visualization for builders. No fluff, no lists of tools you already know.