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.
Nov 9, 2026 · Practical AI for small business
Real tests. Useful guides. Clear limits. Find out what helps, what fails, and what still needs you.
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.
We ran 30 made-up reminder records through a rules script and an AI model three times each. Rules got every routine case right.
Our picks, job by job: Claude for long documents, ChatGPT for numbers and images, Gemini or Copilot for everyday office work. Researched, not tested.
Use an Agent Action Contract and a contractor test plan to decide what an assistant may read, draft, propose, and change.
AI can make unfinished thinking look finished. Before sending a draft, check whether your reader has the facts, decisions and next steps they need.
Make your services clear, check crawler access and try realistic searches. Practical steps for small-business owners, without promises of guaranteed recommendations.
Give ChatGPT four facts about your kitchen and ask for a menu, an hour-by-hour plan and one grocery list sorted by aisle. Then check the turkey against USDA.
We ran our readiness checklist on 12 invented workflows. It's a good brake and a poor compass.
A lifecycle map for capture, handoff, follow-up, and closure, with exceptions and stop conditions to write first.
Use an Agent Action Contract and a contractor test plan to decide what an assistant may read, draft, propose, and change.
Use a pilot evidence sheet, quality buckets, net-time math, and a worked example to decide whether an AI workflow deserves to continue.
Use a green-yellow-red data framework and a pre-upload checklist before business information enters an AI workflow.
Use the Minimum Intelligence Principle and a four-question decision test to choose between rules, AI, and human judgment.
Score one workflow with a 20-point readiness check and turn the result into a one-page pilot brief.
A 30-case synthetic test: stop checks passed, but one draft made unapproved promises.
We ran 30 made-up reminder records through a rules script and an AI model three times each. Rules got every routine case right.
Compare tools with the same real work, a 35-point scorecard, total-cost math, and a 30-day pilot.
Use a five-question scorecard, simple ROI math, and a worked example to identify repetitive work worth automating.
Use a conservative five-number model to calculate net monthly value, break-even volume, and payback period.
Good places to start.
A 30-case synthetic test: stop checks passed, but one draft made unapproved promises.
We ran our readiness checklist on 12 invented workflows. It's a good brake and a poor compass.
Holiday spending starts this month. Strip out the personal details, paste in one statement, and get a budget built on how you actually spend.
Where should you begin? Understand when AI helps, choose a first task and check whether your business is ready.
How can AI help with the work you already do? Explore invoices, reminders and customer follow-up, with practical checks for data and permissions.
Which tool fits the job? Compare options, choose what to try and avoid paying for features you do not need.
Is it worth the time and money? Calculate costs, measure a pilot and decide whether to keep, fix or stop.