Let me show you what’s possible.
Not a slideshow. Not a whitepaper. A working demonstration of AI going from the field to the back office to dollars out the door.
The Scenario: T&M Change Order Processing
If you’re doing Time & Materials work, you know this problem intimately. Your project managers have field personnel submit “Additional Field Work Authorization” slips throughout the day — signed documentation of labor, equipment, and materials used on a particular change order or extra work item.
At the end of the day, or the week, your office staff needs to take those handwritten slips and convert them to dollar amounts: labor at current union rates, equipment at the applicable bluebook or greenbook rates, materials at cost plus markup. Then build a Schedule of Values. Then generate an invoice or CO package. Then write the cover letter.
For a company running multiple concurrent projects, this process can consume entire days.
The Demo: Handwritten Slip → Priced Invoice
Watch what happens when you handle this with AI:
Here’s what you’re seeing in the demo:
- Input: A handwritten field slip — the kind your foreman fills out on site, signed, scanned or photographed
- Processing: The AI reads the handwriting, identifies the crew members, equipment, and work descriptions
- Lookup: It references your company’s price list — heavy equipment rates, labor classifications, current union rates
- Output: A computer-perfect, line-item document with individual pricing and totals, ready for billing
Five minutes. No re-typing. No calculation errors.
Why This Is Bigger Than It Looks
Think of this demo as conceptual — meaning the core capability on display is more powerful than just “field slip to invoice.”
What’s actually happening is this: unstructured human input is being converted into structured, usable computer data.
Once data is structured, it can go anywhere. The same capability that produces an invoice from a field slip can also:
- Feed line items into your ERP system (Sage, Vista, Spectrum, QuickBooks)
- Update your Schedule of Values automatically
- Push data to your project management platform (Procore, Autodesk)
- Roll up into your billing cycle for the month
- Generate the accompanying cover letter for the CO package
The field slip is just the starting point. The structured data it produces is the asset.
Interactive vs. Autonomous: Where This Lives
This demo sits at the intersection of what I’ve called Manual Interactive AI and Automated Autonomous AI.
In interactive mode, you’re doing this with a prompt: you upload the field slip, ask the AI to process it against your price list, and review the output. It requires you to be in the loop at each step, but it requires very little technical skill — if you can use a computer and scan a document, you can do this.
In autonomous mode, this entire process runs without you: slips are scanned and dropped into a folder, processed overnight, and the priced output appears in a results folder ready for your review in the morning. That level of automation requires more technical setup, but the workflow logic is the same.
Most of our clients start in interactive mode to prove the accuracy and build confidence, then graduate to autonomous operation over time.
Try It Yourself
The core of this demo is accessible to anyone with a properly configured AI platform subscription. You’ll need:
- A way to scan or photograph your field slips (your phone works)
- Your company’s current equipment and labor rate schedule in any readable format
- An enterprise AI platform account (not a free consumer account — see our previous post on data security)
Upload the slip. Give the AI your rate schedule. Ask it to produce a priced document. Review and correct if needed. That’s it.
In our next post, we introduce something more sophisticated: Certy, an AI Digital Human Assistant built specifically for Certified Payroll and Union Reporting — the #1 requested capability from our community survey. This is what fully autonomous AI looks like when it’s purpose-built for a specific construction back-office workflow.