AI decision checker
For business owners who do not want expensive nonsense

Should I even use AI for this?

Not everything needs AI. Some things need a better process, a clearer decision, or someone to stop saying “let’s circle back”.

Use this quick checker to see whether AI could genuinely help, whether you should fix the process first, or whether you are about to buy glitter for a broken toaster.

2 minute checker Plain English No AI theatre
Start the checker Skip to the book
The problem
AI is useful. Bad AI ideas are expensive.
Tool-first thinking People start with the platform, not the problem. That is how invoices grow legs.
Broken-process acceleration AI does not fix a messy workflow. It can make the mess faster and shinier.
No proof step If you cannot test the idea quickly, you probably have a theatre pilot wearing a fake moustache.
No human review If nobody checks the output, congratulations, the robot is now quietly running the business.
Interactive checker

Answer seven questions. Get a sensible answer.

No jargon. No strategy fog. Just a quick read on whether AI belongs here, whether the process needs fixing first, or whether you should step away from the robot.

1. Is the task repetitive?

2. Does it involve lots of text, data, documents or messages?

3. Would speed or consistency genuinely help?

4. Does it involve sensitive customer, employee, legal, financial or health data?

5. Would the AI output directly affect money, safety, hiring, compliance or customers?

6. Can a human review the output before it matters?

7. Can you test this in a week without breaking anything important?

Score
Result

    The Matt rule

    AI should earn its place.

    Do not use AI because it sounds modern. Use it because it removes friction, improves speed, supports better decisions or creates proof faster.

    Start with the problem What is slow, costly, inconsistent, risky or annoying enough to fix?
    Then pick the tool Do not buy the chainsaw before you know whether the job is gardening or surgery.
    Design the proof What can you test this week that produces evidence, not vibes?
    Keep humans accountable AI can support judgement. It should not become the person nobody voted for.
    Now ship something

    Now you know whether AI fits. Learn how to f*cking ship it.

    Spotting a useful AI idea is step one. The real work is turning that idea into a clear decision, a small proof step and something your business can actually use.

    Make the decision clear Test the proof fast Stop AI theatre Ship something real

    Just F#cking Ship It gives you the practical method for moving from stuck work to shipped outcomes.

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