Why I’m Building an AI Side Income — And What I’m Actually Starting With

Let me be upfront about something before you read any further: I am not a guru. I haven’t already made £10,000 a month and come back to tell you how. I’m at the beginning — sitting where you might be sitting — and this blog is the honest, unfiltered record of what happens next.

Here’s the situation. I’m about eleven years from retirement. I have a job I don’t hate, but I’ve done the maths, and the pension isn’t going to cut it. The gap between what I’ll have and what I’ll need to live without financial stress is significant. So rather than hope something changes, I’ve decided to build something.

The tool I’m betting on is AI — specifically, using AI to do the heavy lifting in creating products, content, and tools that can generate income alongside a day job.

The Plan (In Plain English)

I’m running a few things simultaneously, and I’ll be honest — the shape of this is still evolving as I learn what works.

Digital products on Etsy. I’m using AI to create niche digital downloads: planners, trackers, templates, productivity tools. Health and wellness. ADHD tools. UK personal finance. These get listed as instant downloads. Near-zero cost to produce. It’s one of the simplest ways to test whether AI-generated content can actually sell, so it’s where I started.

Building software tools. This is where things get more interesting. I have a background in engineering and I’ve been using AI to build tools I actually need — starting with a voice-to-text app that transcribes, translates, and polishes spoken words into clean text. I’ll write about this properly in a future post, but the short version is: I’m not just using AI to make content, I’m using it to build products. That changes the ceiling considerably.

This blog. The AI Income Lab is the honest public record of all of it — what I’m building, what’s working, what isn’t, and what it’s actually earning. It’ll cover AI tool reviews, income building strategies, and UK-specific financial context (ISAs, self-assessment, pension top-ups) that very few blogs in this space cover properly for a British audience. When readers click through to tools I recommend, I earn a small affiliate commission. Over time, a blog like this can be worth 30–45 times its monthly profit as a sellable asset. That’s the retirement fund, if I do it right.

What I’m Starting With

I want to be completely transparent about this: I’m starting with £100.

That’s it. No big investment round. No savings pot earmarked for this. One hundred pounds. Here’s where it’s going:

  • Domain name (theallincomelab.co.uk): £5.99
  • 12 months of web hosting: ~£30
  • Etsy listing fees (first few listings): ~£5
  • Reserve: the rest

I’m not spending money on courses, premium tools, or anything I can’t justify from first principles. If it doesn’t directly help me make money or save time, it doesn’t get bought.

One cost I haven’t listed: I already have a Claude Pro subscription which I’m using for content generation and building. If you’re starting from zero, factor in roughly £18–20/month for an AI assistant — it’s the single most leveraged spend in the stack.

Why AI Specifically?

Two reasons. Speed and leverage.

Producing a digital product the traditional way — researching a niche, writing the content, designing the layout — takes days. With AI, that same product takes hours. Not because the quality is lower, but because the AI handles the first draft, the structure, the variations. I still review everything. I still make decisions. But the grunt work is dramatically faster.

More importantly, AI lets someone without a development team build working software. I’m an engineer by background, not a programmer — but I’ve shipped a voice-to-text application that translates between languages and polishes grammar in real time. Six months ago that would have required a team. Now it requires Claude and stubbornness.

What I Expect to Earn (And When)

Here’s where I’ll be honest in a way most income bloggers aren’t: the first few months will probably earn almost nothing.

That’s not pessimism — it’s how these things work. Etsy’s algorithm rewards shops with reviews. Google rewards blogs with history. Software products need finding. Everything takes time to warm up. My realistic targets:

  • Month 3: £50–100 from early product sales. Nothing from the blog yet.
  • Month 6: £150–350 combined.
  • Month 12: £400–700 combined.
  • Year 3: £1,000–3,000/month if the blog gains traction and a product finds its audience.

I’ll publish real numbers regularly. No vanity metrics, no rounding up, no leaving out the bad months. If something doesn’t work, I’ll say so.

Why I’m Writing This Down

Partly accountability. If I’ve told the internet what I’m doing, I have to follow through.

But also because what I couldn’t find was anyone in the UK actually documenting this in real time — building AI-powered income streams from scratch, with honest numbers, covering the UK financial context most guides completely ignore. There are plenty of listicles about AI side hustles. There’s almost nothing written by someone actually doing it, showing the messy middle, in a British context.

This blog is for people in the same position I’m in: capable, realistic, working with limited time and limited capital, and done with waiting for a financial situation to improve by itself.

I’ll post when I have something worth saying — which in practice means regularly, but not on a forced schedule. Quality over volume.

If that sounds useful, bookmark the site. There’s no email list yet — I’ll set one up when I have something worth sending.

Let’s see what happens.

— Badger


Badger is the founder of The AI Income Lab. Documenting an attempt to build AI-powered income streams from a standing start, with real numbers and no embellishment.

Leave a Comment

Your email address will not be published. Required fields are marked *

Scroll to Top