I Stopped Paying for AI Tools and Built My Own Instead (Here's How)
Most “AI tools” are prompts with a $20/month price tag.
You’re paying for AI tools that shouldn’t cost money.
Transcription services. Image generators. Text formatters. Data cleanup tools.
$10 here. $20 there. It adds up fast.
The SaaS industry is betting you won’t figure this out.
I did. And I’m going to show you exactly how to build these tools yourself. In an afternoon. For free.
I spent 20 years as an intelligence professional. In that world, you don’t call IT. You don’t submit tickets. You don’t wait for someone else to solve your problems.
You work with what you have. Or you build what you need.
That approach changed everything for me online.
I Almost Paid $20/Month for Something AI Already Does
I’m building a service that creates lead magnets for podcasters and YouTubers. Each episode gets its own action sheet with steps listeners can take.
To make this work, I needed transcription. Audio and video converted to text.
So I started looking at options.
Descript. Otter. Rev. Trint.
$10 to $21 per month. More for larger files.
I’ve been down this road before. You sign up for one tool. Then another. Then another. Before you know it, you’re bleeding $200/month across subscriptions you barely use.
I was about to pull out my card when something hit me.
Wait.
This is 2026.
AI transcribes audio natively. I use it every single day. Why am I about to pay someone $20/month to put a form in front of something AI already does for free?
That was the moment everything clicked.
Why Most People Stay Stuck
I almost didn’t try.
The voice in my head said: “Just pay the $20. It’s easier. You don’t know how to build tools. That’s for developers.”
This is the lie that keeps people trapped.
We’ve been trained to believe building is hard. Technical. Reserved for people with computer science degrees and GitHub profiles.
So we keep paying. Month after month. Tool after tool.
The SaaS industry counts on this. They’re banking on the fact that you’ll look at “build your own” and think “that’s not for me.”
I almost believed it too.
Two Types of People Use AI Right Now
The first group uses AI like a search engine. They ask questions. Get answers. Copy and paste. Done.
The second group uses AI like a workshop. They build things. They create interfaces. They solve problems once and use that solution forever.
The first group will keep paying for SaaS.
The second group will keep building their own.
Here’s what most people don’t realize:
Most tools charging $10 to $20/month are AI wrappers. A prompt with a UI slapped on top. A payment processor attached to something you could build yourself in an afternoon.
YOU’RE PAYING FOR CONVENIENCE YOU DON’T NEED.
I Built a Transcription Tool in One Afternoon for Free
I opened Google AI Studio and wrote a prompt explaining what I wanted.
A transcription tool. Upload audio or video. Get clean text output.
Gemini gave me a working interface.
Then I hit a wall.
The tool couldn’t handle files over 200MB. Most podcast episodes are bigger than that. My solution was useless.
For a moment, I thought: “See? This is why you pay for real tools.”
But I didn’t quit. I told it to update the file size limits.
It did.
Fifteen minutes later, it worked.
Total time: one afternoon.
Total cost: zero.
If you want to try this yourself, go here: https://aistudio.google.com/
Here’s the prompt I used:
It’s THAT EASY!
And here’s the transcription tool it built for me:
Google AI Studio Has Free Tools Most People Don’t Know About
Google AI Studio comes loaded with free tools you can tie into anything you build.
Code execution. File analysis. Google Search. URL fetching.
These aren’t add-ons you pay extra for. They’re already there. Waiting to be connected.
My transcription tool pulls from Gemini’s native audio processing. The image generator I built taps into the same infrastructure Google uses across its own products.
The capabilities already exist. You’re just connecting them.
From Consumer to Builder
Transcription was the first thing I built.
I had a real problem. I solved it.
THAT’S THE KEY.
The best tools come from your own frustrations. Your own bottlenecks. Your own “I’m sick of paying for this” moments.
I needed transcripts to create those action sheets for podcasters. Every episode. Every guest. That’s a lot of audio moving through my workflow.
So I built a solution. Once. Now I use it forever.
Same approach for my newsletter imagery. Every image across The AI Operator Handbook uses the same prompt. Same style. Same dimensions. Consistent every single time.
Default sizes baked in depending on where it’s going. Header. Social preview. In-article.
It looks like a SaaS tool. Form in, output out.
Two prompts to build. That’s it.
This shift changed how I see everything online.
Every time I’m about to sign up for a new tool, I stop and ask: can I build this myself?
Most of the time, the answer is yes.
Two years ago, this was impossible without a technical background. Today? You describe what you want in plain English and AI builds it for you.
While everyone else pays $200/month across ten different subscriptions, you build the same functionality for free. While they’re locked into someone else’s interface, you have tools customized exactly to your workflow.
This gap is only getting wider.
How to Build Your First Tool This Week
If you’ve never built anything with AI, start small.
Think about a tool you currently pay for. Transcription. Image generation. Text formatting. Data cleanup.
Ask yourself: does AI already do this natively?
If yes, you can build your own version in an afternoon.
Open Google AI Studio. Describe what you want. Be specific about inputs and outputs.
The first build takes the longest because you’re learning. The second goes faster. By the third, you’re dangerous.
You’ll hit walls. Things won’t work the first time. You’ll want to quit and just pay the $20.
Push through.
The other side is freedom.
Your Move
I publish the exact prompts and workflows I use to build these tools in my paid newsletter.
Every system. Every interface. Everything I’ve figured out after two years of working with AI daily.
If you want to stop renting solutions and start owning them, that’s where this happens.
Stop paying for prompts with price tags.
Build your own.
Ryan
The AI Operator Handbook
Here's my issue: Coming up with ideas for tools to build. I mean I built a very cool tool for Substack Notes (I think I described it elsewhere), and I just expanded it with a very cool feature.
But now I'm thinking what ELSE can I build? And could I build something that's marketable? I don't know the first thing about doing that, though.
I don't think we've fully realized yet that you can just build your own tools now. Even though I use AI a lot, I've never thought to build my own app. Crazy time to be alive.