ConstructionMagazine.ai
An independent magazine about AI at work in construction. Every story starts on a real job site, with the people who used the technology and the results they will answer for.
Estimating, missed scope, bid letters, and drawing revisions.
Field
A 16 September 2026 Suffolk and MIT white paper models 17-20% cost and 22-25% schedule savings from six AI levers on one multifamily project. Its own footnote calls the gains directional, not construction-validated.
People
The innovation chief of a 400-person California GC spent August explaining Sentinel, the system Novo built instead of buying, and the AI on it: insurance certificates 99 percent automated, RFIs drafted from 14 years of Novo's writing.
Benchmarks
Five tests published since August, by vendors and universities, score frontier models on real construction drawings. Schedules and notes come back near human. Counting and scale measurement do not. The numbers side by side.
Benchmarks
AI models are getting better at rebuilding apartment plans from interior photos. That score does not prove a model can read a drawing set. Contractors need tests built around revisions and sheet coordination.
Software
Business AI plans can keep company files out of model training and still retain prompts, uploads, or application state. Contractors need the exact rule for each product, feature, and data class before a project file enters the chat.
Software
A value-engineering pass cut the division totals and left the line items alone. The desk that caught it now keeps the arithmetic in code and the prices in a cost book that a person approves.
Field
An estimator fed two drawing sets to a chatbot, one file at a time, and found a changed curb the bid had missed. Catching the next one takes a register for every issued set and a person who decides what enters the price.
Software
A chatbot caught a missing pizza-oven hood in a subcontractor proposal. The tool that grew out of that afternoon marks every scope item present, missing, or ambiguous, and treats ambiguous as an answer.
People
Tim Fairley sells 95 Claude skills for construction. On a live tender he runs eight of them in a fixed order, and two jobs never leave the person: the measurement and the method.
One email a week on AI in use on real projects, from the contractors and people who ran it.