Practical AI for real work. No coding, no hype.

Hi, I’m Constantin

I build AI workflows and explain them in plain English on YouTube and TikTok. Most of the people I talk to don’t need an “AI strategy”. They need the invoice reminders to go out on time, payroll to stop eating a day, and fewer copy-and-paste jobs.

This site is where the videos turn into step-by-step guides, plus a short list of tools and partners I’d actually use.

How this site works

1. Pick the problem that costs you most time. Each one has a page with three things to do first.
2. Where a tool or partner is the fastest fix, we name one. Some of those links are affiliate links.
3. For bigger jobs, you can describe a task and a vetted AI automation partner replies with a rough estimate.

Our rules

• Useful first. Every guide must contain steps you can do today, even if you never click a link.
• One recommendation per problem. Not a list of twenty. If we wouldn’t use it, it isn’t here.
• Clear about money. We may earn a commission when you sign up through a link. It never changes your price. See the disclosure.
• Not financial advice. For finance products, always check the provider’s own terms and costs.