Field notes on AI in construction.
No buzzwords. No vendor pitches. Just practical observations from someone who's spent 25 years on job sites and now builds AI tools for the industry.
AI Is Changing Construction Office Work Before It Changes the Field
Anthropic's labor-market research points to the first real pressure point for AI in construction: office workflows wrapped around the field.
Construction AI Consultant: How to Design AI Systems That Actually Get Used
Most construction companies do not need more AI tools. They need cleaner workflows, better adoption, and a system that actually gets used.
Why I Left Harper: 10 Years at a $500M Firm
After a decade as Regional Director at one of the Southeast's largest general contractors, I walked away. Not because something was wrong. Because something was calling.
RFI Automation: From 45 Minutes to 5
We built an AI tool that turns plain-language descriptions into spec-grade RFIs. Here's exactly how it works, what it catches, and why 22% of RFIs never getting answered is a problem we can fix.
The AI Implementation Failure Nobody Talks About
Most AI pilots in construction fail. Not because the technology is bad, but because the rollout ignores how construction teams actually work.
When AI Won't Replace Construction
AI is powerful. It's also terrible at some things. Here's what it can't do in construction, and why understanding the limits matters more than the hype.
5 AI Quick Wins for Any GC
You don't need a six-figure consulting engagement to start using AI. Here are five things you can implement this week for free.
The Hidden Cost of Material Substitutions
Material substitutions seem like easy cost savings until they trigger RFIs, change orders, and rework. Here's how the real math works.
Concrete in Cold Weather: What Every PM Needs to Know
You don't need to be a concrete expert. But you need to know enough to ask the right questions when the forecast drops below 40 degrees.
Steel Lead Times Are Still a Mess: How Smart GCs Are Adapting
The post-pandemic steel market stabilized on price but not on lead times. Here's how the best GCs are protecting their schedules.
The Submittal Review Bottleneck Nobody Fixes
Submittal reviews take 2-4 weeks on average. The real cost isn't the delay. It's every procurement decision stacked behind it.
The $15,000 Change Order That Should Have Been an RFI
Most avoidable change orders start as ambiguous contract documents that nobody questioned early enough.
AI in Preconstruction: Where It Works and Where It Doesn't
AI can validate estimates, parse specs, and flag scope gaps. It can't price a job. Here's a realistic look at AI in preconstruction.
Daily Reports Nobody Reads (Until the Lawsuit)
Your daily reports are the most important documents on the project. You just don't know it yet.
The Safety Documentation Gap That OSHA Exploits
Your safety program looks good on paper. The question is whether your documentation proves it's happening in the field.
The Construction Schedule Is a Lie (And Everyone Knows It)
CPM schedules in commercial construction are rarely accurate past month two. Everyone knows it. Nobody talks about it.
What Bid Day Taught Me About Running a Business
Bid day in commercial construction is pure pressure: incomplete information, real consequences, and no second chances. The lessons apply far beyond estimating.
Poor Document Control Kills More Projects Than Bad Weather
FMI/CURT puts the annual cost of rework from poor document control at $4.2 billion. Here's how it happens and what to do about it.
The Subcontractor Coordination Problem Nobody Talks About
GCs don't build buildings. Subcontractors do. The real skill is coordination, and most GCs are worse at it than they think.