AI in Action / Construction
Case Study · Bid-to-Billing Platform

One system from bid to billing

Most construction back offices type the same numbers five times — estimate, contract, change order, billing, invoice. Flywheell built one platform that types them once.

Zerore-keying from bid to invoice
1 clickAIA G702/G703 documents & invoices
To the cent$1.1M+ contract billed & reconciled

The bottleneck

A construction contractor was running estimating, contracts, submittals, and AIA progress billing across disconnected spreadsheets. Every stage meant re-typing the same numbers — and every re-key was a chance to be wrong. Progress billing (the AIA G702/G703 dance) was assembled by hand in Excel: slow, error-prone, and painful to reconcile at month-end.

"A lot of what looks like a 'we need software' problem is really a 'we type the same number five times' problem."

What we built

One platform that carries a job from bid to billing — designed around how the contractor actually works, not how generic software assumes they do:

The results

No re-keying, no month-end spreadsheet reconciliation, and AIA paperwork that used to take hours now a button. On a live $1.1M base contract, change orders and progress billing run entirely through auto-generated documents that reconcile exactly.

It's the same build-first approach behind the contractor tooling in our AI estimating case study: kill the re-keying, and the errors and delays go with it.

Where does the same number get typed twice?

That's usually where the errors, delays, and month-end pain live. Let's remove it.

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