Notes from the people building Sitetraq.
Working articles on construction software, AI adoption in the industry, the operational realities of small business, and the specific paperwork, quotes, invoices, documents, where most of the time goes.
Data before AI: how small businesses make AI actually work
Most AI projects fail on messy data, not bad technology. How we built AI-ready data at a major airport operation with cheap tools, and how any small business can too.
Construction break-even & job profitability calculator
Enter your monthly overhead, average job margin, and typical job size to see exactly how many jobs a month you need to break even, and how many to hit your real profit target.
Construction markup & margin calculator
Enter labor, materials, and overhead to get the price to quote, your profit, and both markup and margin at once. Settles the "is a 25% markup a 25% margin?" question for good (it's a 20% margin).
Construction estimate template: what to include, with an example
The elements every construction estimate needs, a worked example, the estimate-vs-quote distinction, and how to estimate accurately enough to protect your margin.
How to bid construction jobs without underpricing them
The full bidding process, step by step: qualify, scope, takeoff, cost, markup, proposal, and follow-up, so you win more of the right jobs at the right price.
Construction change order template: stop doing free work
What a change order needs, a worked example, and how to get it signed before the work, so the "small extras" stop coming out of your margin.
Retainage in construction: the money you earned but haven't been paid
What retainage (retention) is, typical percentages, how it drags on cash flow, and how to track and actually recover it at close-out.
AI in construction, what the 2026 data actually says
A March 2026 Anthropic study put construction trades in the least AI-exposed 30% of US occupations. The field work is safe. The office work behind it is a different story.
What's actually breaking for small business owners
Disconnected tools, manual paperwork, cash flow gaps, quoting accuracy, and the rest, the seven operational challenges eating into time and margin, and what fixes them.
Construction quote guide: how to write quotes that win in 2026
The nine sections every winning construction quote contains, an example quote, how to write scope so it doesn't get challenged, and how to price a construction quote.
Construction invoice template: 11 elements every contractor invoice needs
The construction invoice format that gets paid on time. The 11 elements every contractor invoice needs, common mistakes that delay payment, and how progress billing and retention work.