Notes from the project intelligence frontier.
Practical playbooks, market analysis, and field reports on AI lead intelligence for general contractors. Written by the team building Platineer.
How to Read a Houston Building Permit (Line by Line for Contractors)
What each field actually means — and which ones quietly predict whether the project is real.
A residential addition permit from Houston Permitting Center looks structurally identical to a $40M mixed-use permit. The interesting differences are in three or four fields most contractors skim right past. Here's how to read both like someone who's been doing it for ten years.
What "Sold Permit" Means in Texas (And Why Most Contractors Misread It)
Almost every Houston-area GC has clicked through the City's sold-permits search at some point. About half of them walked away thinking it was a list of projects about to start. It is not. Here's what it actually represents, and where the buying signal lives instead.
How Subcontractors Get Last Look on Every Major Project in Their Market
Last look is the difference between submitting a bid and winning the work. Here’s how the best subs we know engineer their way into the right side of the table.
Anatomy of a Bid We Saw Coming Nine Months Out
The story of one Houston project, traced from a quiet October plat filing all the way through the bid invitation that landed last week. The signal was there the entire time.
Stop Buying Contractor Lead Lists
Most contractor lead lists are 30% disconnected numbers, 50% wrong addresses, and 20% useful. The math is broken. Here’s the playbook that replaced it for us.
BuildZoom vs. Dodge vs. ConstructConnect: What Actually Fits a $5M–$25M GC
I've watched dozens of mid-market GCs cycle through Dodge, ConstructConnect, BuildZoom, and the newer entrants. Each product does something well. None of them does the full job for a $5M–$25M general contractor. Here's the breakdown, written from inside the buying decision.
The Contractor's Guide to Harris County Plat Filings
A plat filing in Harris County is, on average, six to twelve months ahead of any permit on the same parcel. The data is public, indexed, and updated weekly. Almost no general contractors have built a habit of monitoring it. This is the field guide.
Houston Is Quietly Becoming the Best Bid Environment in the Country
Most of the construction press is focused on Sun Belt big stories: Austin, Phoenix, Nashville. The most interesting thing happening right now might be the one nobody is writing about.
How to Find Demo Permits Before the Rebuild Starts
Almost every demolition leads to construction within nine to twelve months. The demo permit is publicly indexed, the owner is identified, and the rebuild GC has almost never been selected yet. Here's how to find them in Houston, and how to be the first contractor the owner talks to about what's next.
What HCAD Bulk Property Data Tells You About the Next Project in Your Market
HCAD's bulk-data downloads cover every parcel in Harris County — ownership, transfers, exemptions, structures, and history. For contractors who learn to query it, the file becomes a leading indicator of where construction is about to start. Here's the field guide.
Permits, Plats, and Plan Reviews
If you’ve ever clicked “download” on a city permit page and tried to make sense of the fifteen different report types, this is for you. The complete map of public construction signal—plain English.
The Seven Quiet Signals a Houston Project Is About to Bid
Most contractors find out about a Houston bid invitation the same day everyone else does — when it shows up on a bid board or a plan room. The real signals that a project is about to bid happen 60 to 240 days earlier. Here are seven of them.
Why Most "AI for Construction" Tools Fail the Permit Test
There are now more than a hundred startups marketing AI products to general contractors. The marketing decks are interchangeable. Here's a 90-second test you can run on any of them — it almost always exposes whether the product is doing real work or wrapping public data with a search bar.
The Preconstruction Window
Most contractors hear about projects when the bid drops. By then, the GC list is set, the price is anchored, and you’re fighting for table scraps. The pre-public window is where the real work happens.
What “AI for General Contractors” Actually Means in 2026
Half of construction tech is now “AI-powered.” Most of it is a demo behind a chatbot. Here’s what AI actually does for a GC running a real bid pipeline—and what it can’t.
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