The Wealth
Experiment
Join the free beta
Start your experiment

AI workflows

Your first AI side hustle starts with one useful experiment

Choose a small problem, make something people can try, and learn what to improve before turning the idea into a bigger commitment.

·

By Ashley Kays · The Wealth Experiment

Start with a useful result

An idea can sit in your notes for months because the next step feels too large. A website, an offer, a launch, a business: each sounds like a project of its own. AI can help you make the first step smaller. You can explore a possibility, create a rough version, and show it to someone before deciding how much more it deserves.

Pick a person and an ordinary frustration

Look for a task you understand: repeated customer questions, a confusing intake process, scattered project details, or a decision people keep postponing. Choose a person you can reach. Write the problem in their language before choosing the app you want to build.

Find the starting evidence

Ask what they do today and request a walkthrough of a recent example. Note the workaround, the time or effort involved, and what a better result would look like. AI can help organize your notes, but a model pretending to be a customer is not evidence that someone wants the idea.

Define a first version that fits your week

For an inquiry organizer, a form and a useful summary may be enough. Write what it will do, what it will not do, and how someone will try it. Choose a time budget and a spending limit you can manage. You can test a manual service before building software.

Use AI through the whole loop

Ask for a draft plan, a simple layout, implementation help, a test checklist, and a clear invitation to try the result. Carry the same brief from step to step. After each output, decide what is useful and what needs revision. Keep the first version small enough to explain in a short demonstration.

Show it before polishing everything

Let one or two relevant people try the task. Watch where they hesitate and ask what they expected. A compliment is encouraging; an attempt to use it tells you more. Record requests for help, repeat use, or willingness to try a paid pilot separately from general enthusiasm.

Keep a decision log

Write what you built, what failed, what you spent, what you learned, and the next test. Choose to continue, change, or pause. A paused experiment can still leave you with a better skill, a reusable component, and a clearer understanding of the audience.

A brief you can use today

Write five lines: the person I want to help; the task they struggle with; the smallest result I can deliver; the evidence I will collect; and the time and money I will put into the first test. Ask your AI tool to challenge what is unclear before it drafts a plan. Keep decisions and source material together so you do not have to reconstruct the project in every conversation.

Keep the tool stack small

Begin with a tool you can access and one place to organize the work. Add hosting, a database, a domain, or specialist creative tools only when the experiment requires them. Subscriptions are not evidence of progress. Your first useful output may be a document, a prototype, or a manual service that helps you learn what should be automated later.

Learn the process by building something small

In Two Mondays, Ashley will build a product and show the steps from validation and planning through design, coding, testing, and marketing. Bring a small project and practice the workflow. The workshop meets October 26 and November 2, 2026, from 7–9 p.m. Eastern, on Zoom with a West Palm Beach in-person option. The $99 ticket covers both Mondays and optional setup help and office hours. Paid software and hosting are separate; you can follow the demonstrations without buying every tool mentioned here.

Plan your first experiment

Your next move

Choose one small task, write a clear brief, and collect evidence from the first attempt.

Free download · The Experiment Scorecard

Know if your side idea is actually working.

A 6-page scorecard for testing one income idea: the signal ladder, a four-week evidence log, the true-cost check, and a clear continue / change / pause decision. Download it now, with no signup required. You can also request occasional notes from Ashley’s experiments.

Download the free scorecard

Signups are stored with MailerLite. See the privacy page.