AI Saved Me Money

This is not a story about replacing a whole IT department. It is smaller than that. It is about a few simple things I actually did with AI, and the money that stopped leaving my account.

My website used to cost me hundreds a year

Before this, I was paying another company hundreds of dollars per year for a site that looked fine. Clean enough. Professional enough. Not special in any deep way. Just “good enough” for a consultant who needed a place online.

Then I spent one afternoon playing around with Grok and Grok Build. I built and updated my own business website. I moved it to a free hosting platform. I shaped the pages, the copy, the structure, and the look with a lot of help from the tools and a fair bit of judgment about what a client should actually see.

I am not a full-time web developer. I have said that before. What I do have is decades of knowing what clients need to understand, and enough patience to sit with a problem for an afternoon. That was enough. The recurring bill went away. The site is mine now.

A small use case, with a bigger point

A website is a small use case for business. I know that. But it is also a useful proof. With a little time, a small business can use tools that already exist and see what rapid software creation actually looks like. Not the conference version. The Friday-afternoon version.

From there, the same pattern can save hundreds of dollars, or thousands, depending on how many seats and licenses you are carrying. People build (or commission) internal tools that fit their real work: CRMs that only cover the fields they use, workflow tools, websites, marketing materials, chatbots, even internal LLM setups for company knowledge. Sometimes the need is only about 10% of what a big product suite is selling. Why pay full price for features you will never turn on?

Why pay for the other 90%?

I see this a lot. A firm buys a platform because it is “best in class.” Then half the modules sit idle. Training never quite happens. Someone still runs the real process in a spreadsheet on the side. The license renews anyway.

If the skill exists inside your company, or if you want to outsource that skill to someone like me, you can often cut costs on software you do not truly need. Build the thin version that matches the process. Keep the data yours. Expand only when the thin version proves it deserves more.

I put some free examples on this site under Free Tools: project planning, process mapping, root cause analysis. They are not meant to replace every enterprise system on the planet. They are meant to show what “good enough for the workshop and the next engagement” can look like when you build for the need in front of you.

When enterprise tools still make sense

I am not saying every company should throw out its stack tomorrow. Enterprise tools are often well thought out. In large companies, right now, they can still be the practical way to get moving at a “best in class” level: security reviews, integrations, support, multi-team governance. That is real.

But like my website example, the tradeoff is different for a small firm. I could figure things out quickly. A one-time investment of an afternoon shifted my site to free hosting and let me build it out with Grok’s help. Recurring cost dropped. Control went up. If something breaks, I know where to look, because I built it.

What I would try if I were you

Pick one bill that bothers you. Website. Forms tool. Lightweight CRM. Status pack generator. Something you use every week but only use a corner of.

Spend a short block of time with a modern AI coding or build tool and see how far you get. Or bring in help for that thin slice only. You might still keep the enterprise product for the hard parts. You might also discover you were renting a lot of capability you never needed.

AI did not magically make me a product company overnight. It did save me money on a real, boring, useful piece of my business. That was enough to change how I look at the next license renewal.