Construction case studies

See how construction companies put AI agents to work on their jobs.

Real examples from billing, field operations, and compliance: what the AI does, how it works alongside the existing team, and the operational result. Client names are withheld; references are available on request.

Concrete contractor

230 hrs

Billing hours saved a month

Foundation contractor

Nightly

AI review of every pile

Compliance platform

~10 min

Payroll violation triage

Three contractors' operations, three results.

Each summary leads with the result, then says what was software and what was AI. The full case studies carry the implementation detail.

Residential concrete contractor

230 hours saved a month

Removed the re-keying between field measurements, subcontractor pricing, and invoicing. The number measured on the lot is now the number billed, with no reconciliation step. The result came from software: guided field wizards that price each trade as measurements go in, against builder and subcontractor rate cards on file. An AI layer that flags lapsed insurance, expiring licenses, and rate drift is in pilot.

Read the case study about 230 hours saved a month

Foundation contractor

Every pile reviewed automatically, nightly

Estimating, production, quality review, and closeout now run on one system instead of the same pile list rebuilt three times. The software unifies the records. The AI layer reviews each shift of rig data overnight against project tolerances and flags exceptions for a supervisor: a full shift in 18 seconds, with no machine value ever changed by AI.

Read the case study about Every pile reviewed automatically, nightly

Compliance platform

Violation triage in about 10 minutes

A single violation used to take an analyst up to half a day. Eleven governed AI agents now parse payroll files, watch wage determinations, and queue exceptions with citations for analyst review. This client is a software platform serving construction firms with prevailing-wage and certified payroll obligations, not a contractor. The 20-analyst team now delivers 33% more report audits per month, measured in the first 30 days, worth about $800K a year in a forecast from that period.

Read the case study about Violation triage in about 10 minutes

How to read these numbers: hours saved are reported by the client, and pile counts come from the job record. 18 seconds and 10 minutes are processing times. 33% is measured over the first 30 days, and $800K a year is a forecast from that period.

Where we typically help construction companies.

Most useful to general contractors, specialty and trade subcontractors, and heavy civil firms. The right first conversation is usually with the COO, VP of Operations, or controller.

Estimating and bid preparation

Takeoffs, pricing, and bid packages built from one source instead of rebuilt in spreadsheets.

Field reporting and documentation

Daily reports, production records, and quality checks captured once in the field.

Billing and reconciliation

Field quantities that flow to invoices and pay applications without re-keying.

Compliance administration

Certified payroll, prevailing wage, and the review work behind it.

Subcontractor and insurance tracking

Lapsed policies, expiring licenses, and rate drift caught before they cost money.

Connecting your systems

The manual handoffs between estimating, project management, and accounting tools.

Introductory conversation

Let's look at where AI could save your team time.

A short conversation about your estimating, field, office, or project workflows. We'll identify where automation could help and whether there's a practical opportunity worth exploring.

We'll use your details to respond to your inquiry. See our Privacy Policy.

A short conversation
No prep required
No commitment

Subscribe to our newsletter

Be the first to get insights on putting AI to work, engineering quality, and building systems that move real business metrics.

By subscribing you agree to ourPrivacy Policy.