Can AI type your invoices into a spreadsheet?
We ran 24 invented invoices, including scans and handwriting, through an AI model and a rules script. AI read messy ones better but missed a bad total.
Tested
Documented experiments on invented business data: what we ran, what passed, what failed, and what still needs a person in the loop. These pieces show our method, not vendor demos.
AI vs. simple rules for appointment and payment reminders
We ran 30 made-up reminder records through a rules script and an AI model three times each. Rules got every routine case right.
We ran 30 invented customer inquiries through an AI follow-up assistant
A 30-case synthetic test: stop checks passed, but one draft made unapproved promises.
We tested our AI readiness checklist on 12 made-up workflows
We ran our readiness checklist on 12 invented workflows. It's a good brake and a poor compass.