Automation Has Always Been Part of How I Work
Automation is talked about as if it's a modern idea.
AI tools have made it more visible, but for me, the underlying habit started a long time ago.
Across almost every business I've built, I've found myself asking the same question.
Why am I doing this manually?
Whenever a task became repetitive, my instinct was to look for a way to make software handle it instead.
That wasn't because I wanted to avoid work.
It was because I wanted to spend my time on the parts that actually required thought, judgement and creativity.
Personalised T-Shirts at Scale
One of the clearest early examples came from personalised T-shirts.
Creating individual products by hand was painfully slow, especially when every name needed its own variation.
So instead of producing them one at a time, I built a system that could generate them automatically.
The designs were prepared in a format that software could modify, a database held thousands of names, and the system created the different product variations for us.
Even uploading them had to be automated because the platform didn't provide the tools we needed.
The important part wasn't the specific technology.
It was the decision to stop treating repetition as unavoidable.
Processing Coupon Emails
The same pattern appeared again when I was working with coupon websites.
Information would arrive through email, and processing it manually quickly became another repetitive job.
So I looked for ways to extract the useful information, organise it and move it through the system with less manual intervention.
Every small improvement reduced the amount of time spent copying, checking and repeating the same steps.
Once something had been turned into a process, it became easier to scale.
Building Affiliate Websites
Affiliate websites created the same challenge in a different form.
Products, prices, offers and content constantly needed updating.
Trying to manage everything manually would have limited how much I could build.
So once again, I focused on systems.
Databases, feeds and scripts could handle the repetitive parts, leaving me to concentrate on finding opportunities, improving the websites and understanding what customers were looking for.
The businesses changed, but my approach stayed remarkably consistent.
AI Is the Latest Version of the Same Habit
Today, a lot of that automation involves AI.
I use it to help research products, explore ideas, write content, generate images, create videos and support software development.
That might sound completely different from the systems I built years ago.
In reality, it feels very familiar.
I'm still trying to remove repetitive work.
I'm still trying to turn manual tasks into repeatable processes.
I'm still asking how technology can help one person achieve more.
Multiplying Effort, Not Replacing It
I don't think the most interesting use of automation is replacing people.
For me, it has always been about multiplying effort.
If software can handle a task that needs repeating thousands of times, I can spend that time deciding what should be built next.
If AI can speed up the first draft of an idea, I can spend more time improving the thinking behind it.
If a system can collect and organise data automatically, I can focus on understanding what that data actually means.
The value isn't simply that the work gets done faster.
It's that automation creates space for better work.
The Questions Haven't Changed
The technology I use today would have seemed impossible when I started building businesses online.
But the questions I ask are almost exactly the same.
- How can I remove repetitive work?
- How can I build a system instead of doing everything manually?
- How can technology multiply my effort?
Those questions have followed me through personalised products, coupon websites, affiliate businesses, software projects and now AI-assisted content.
What I'm Focusing on Next
As AI becomes more capable, I'm continuing to look for places where it can become part of a wider system rather than just a tool I use occasionally.
The aim isn't to automate everything.
It's to automate the right things, remove unnecessary repetition and protect more time for the work that still needs a person behind it.
The tools will keep changing.
I suspect my obsession with building systems won't.