Live Financials and Field Compliance for a $100M GC with 25 People cover image
Custom Agentic AI Solutions

Live Financials and Field Compliance for a $100M GC with 25 People

A fractional Chief AI Officer for a lean, fast-growing contractor
2026
ClaudeProcoreSageExcelMicrosoft 365DocuSign
~4,000
Field Reports Tracked Automatically
< 3 Months → Live
Financial Visibility
97%
Reports Auto-Archived as PDFs
Client
Family-owned GC, about $100M in annual revenue with 25 employees
Work
Industrial warehouses, 5–15+ projects at once, $50K to $50M+ each
Systems
Procore, Sage, Excel draw files, Microsoft 365, DocuSign
Engagement
Fractional Chief AI Officer: training plus custom engineering, kicked off May 2026
01

The Challenge

With $4M of revenue per employee, every hour counts. Leadership saw one quarter's numbers months after it closed, and PM and accounting numbers didn't always match.

Daily logs, safety inspections and sub meeting minutes had to be downloaded from Procore by hand every week. That step was "not consistently followed", so reports needed for OSHA or litigation were sometimes missing. Accounting spent much of its week pulling data out of Procore and re-entering it elsewhere.

“Live and accurate… are the two things we've never had.”
President, on seeing the billing dashboard
02

Our Solution

We ran two tracks at once: AI training for every role, and custom builds on the client's own data. The result is a private company portal and data layer.

The president can see billing, backlog and field compliance live, and can ask Claude questions that combine financial and field data. Superintendents are measured against clear, published standards.

03

What We Built

  • Field-report compliance dashboard

    Pulls daily logs, safety inspections and sub meeting minutes from Procore. Grades every project and superintendent as on time, late or missing, with day-to-year views.

    Live
  • Auto-archive to file server

    Downloads every report PDF from Procore and files it on the company server automatically. This replaced the manual Monday routine.

    Live
  • Billing and backlog tracker

    Reads every job's draw file and projects remaining billing by month and by PM. One-click refresh, with export in the president's existing Excel format.

    Live
  • Claude connected to financial and field data

    Leadership asks plain-English questions across billing, compliance and report contents. It flags lost workdays, pending change orders and billing assumptions that don't fit field progress.

    Live
  • Company knowledge hub

    A web file server with shared Claude instructions and skills pushed to every PC, plus personal AI sandboxes.

    Live
  • AI bank reconciliation

    The CFO drops in a bank statement and Claude fills the month's reconciliation in Excel.

    Live

    In daily use

  • AI bid leveling

    Compares every sub proposal for a scope, flags exclusions and recommends the low qualified bidder.

    Rolling out

    Proven in training

  • Submittal and procurement tracker

    Ball-in-court and late-item alerts so long-lead items are never ordered too late.

    In progress

    Next build

04

The Results

Financials went from months behind to live, field reporting became measurable, and the whole team picked up working AI skills.

~4,000 field reports tracked automatically

In 2026, with 97% archived as PDFs and no manual downloads.

Live financial visibility

Billing, backlog and gross profit across all active jobs with one click, instead of months behind.

Every superintendent on a published standard

Measured on a scoreboard leadership checks.

Whole team trained

Every attendee had used Claude between the first two training sessions.

“This is awesome. This is like exactly what I needed to see.”
President
“Man, that thing is amazing… it's just saved so much time off of my day.”
CFO, on AI bank reconciliation
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