Everyone Says Data-Driven. Almost Nobody Is.

This essay is from the AEC Data Brief, our weekly letter. Subscribe here to get the next one.

A question came up on r/architecture this week: how do you get your first residential project? The usual answers, network and be patient, are true. And behind them sits the honest one nobody says out loud: this is a relationship business. That is not a flaw. If you know the people and you know the market, you can solve the real problem when it appears. Most good work has always been won that way.

Being data-driven means something simpler and harder than the software ads suggest. It means following what is actually known. No more, and no less. Not the project you wish existed, and not a smaller ambition than the record supports. That is difficult for human reasons, not technical ones. Ego tells us we are the exception. Fear tells us to stay busy with something, anything. The record is indifferent to both.

And it is not easy, because knowing is not enough. You need a system: what you look at, when you look at it, and what you do when it tells you something you did not want to hear. The commodity trader Richard Dennis proved how much of the edge lives there. He recruited novices through newspaper ads, taught them his complete system, and they made him a fortune. They became the famous Turtle Traders. The system was identical for every one of them. The results came from execution.

“You could publish my trading rules in the newspaper and no one would follow them. The key is consistency and discipline.”

The rules fit in a newspaper column. The edge is following them on the weeks when nothing seems to come of it. Discipline matters more than winning once. And only the record can tell you, every Tuesday, whether you are actually following them.

This week’s numbers

• 36% of repeat developers go back to the same architect
• 57.0% of New York filings come from the 100 busiest practices
• 145 days median head start between an early signal and the project going public

Market trends

• Turner’s building-cost benchmark surged 5.2% in Q2
• Data-center moratoria are spreading across the DC region and beyond
• Survey: EPD demand now outstrips supply among AEC professionals

Something here worth a closer look for your practice? Email me. I read everything.