AI Business Concepts is a new practice. Instead of inventing case studies, this page documents real experiments — run on sample data, with the results shown as they actually happened, including what didn't work. Client results will be published here as projects complete, with permission.
Every entry here follows the same rule: if it's a number, it either came from an experiment you can see on this page, or it's cited industry research. No averages across clients that don't exist. No results we can't show you.
A timed experiment matching a stack of sample invoices against a bank statement using AI — full setup, what went wrong on the first pass, and the corrected result. A video walkthrough will be linked here when it's live.
Each prompt in our accounting prompt pack gets tested against sample data before it ships. The notable runs — good and bad — get documented here.
Firsthand observations from a real Controller's month-end close — where AI actually helped, where it didn't, and what stayed manual. Anonymized, written as it happens.
If you work in accounting, you've seen the vendor pitch decks: hours saved, percentages improved, no methodology in sight. You're right not to trust them.
This page is the alternative — experiments you can inspect, run by someone who closes books for a living. When client results appear here, they'll be real, attributed with permission, and shown with the same honesty.
Book a free 30-minute discovery call — or start with the free accounting AI playbook.