AI agents for construction

Every project is bespoke, every GC has their own portal, every owner has their own document standard, and the actual work happens away from a desk. The combination is brutal for any platform that assumes a single source of truth, which is why the standard playbook of dropping Salesforce or NetSuite on a construction company tends to break inside six months. The agents do not require a single source of truth. They sit between Procore, Sage 300, Buildertrend, and the long tail of project-specific portals, and they reconcile across all of them on the document the GC actually cares about: the change-order packet, the daily report, the pay app, the lien waiver.

A typical change order on a mid-size commercial job involves an RFI from the field, a schedule impact estimate from the scheduler, a cost impact estimate from the PM, a markup from the GC, an owner's rep approval, and a signed change-order document. The traditional workflow takes two weeks because every step requires somebody to walk an artifact through a portal. The agent walks all of it in parallel against Procore plus the schedule plus the cost system, drafts the packet inside an hour, and routes for approval. Two weeks turns into one working day, and the schedule slip stops compounding while the change order sits.

On a job with thirty subs, the GC's PM spends roughly a day a week chasing missing COIs, expired lien waivers, and incomplete certified payrolls. The agent does the chasing instead. Email the sub. Voice-call the sub if email goes unanswered for forty-eight hours. Block the next pay app release until the document lands. Update the project compliance dashboard. The PM gets the day back to walk the site.