Practical notes on AI automation
Real machines, real numbers, what broke and what worked. 10 posts in English; the Finnish blog has 185+ more.
AI tools for small business: fewer than you think
Most lists of AI tools for small business keep growing. Mine does not: five machines, three building blocks, and the one time a perfectly good tool still failed because the process around it was empty.
Marketing automation for small business: what runs without a marketer
Most marketing automation advice assumes a marketer already runs the tools. Here is what two machines do instead: one turns raw footage into finished video, the other publishes it across four channels on schedule, no hire required.
AI lead generation for small business: the machine that replaced cold outreach
Most AI lead generation advice assumes a CRM and a salesperson to plug it into. This is what the machine looks like with neither: over 1,500 companies processed, about 6 hours a week, and the exact place the first version broke.
AI use cases for small business: what the data says actually works
Most AI use case lists are guesses. A real SME survey tracked what actually gets used, and I map the top categories to the machines that run my own business.
How much does AI automation cost for a small business: what actually adds up
AI software itself is cheap, tens of euros a month. What actually costs money is building the right process, and that gets priced with a working demo, not a quote sheet.
How to use AI for small business: start with one process, not a strategy
Most guides to using AI for small business start with tools. This one starts with the one process to automate first, why chat alone does not count, and what actually blocks adoption.
Workflow automation for small business: what it actually looks like
Workflow automation is a chain of steps that runs on its own, not a single AI reply. Real examples from my own machines, where they broke, and which workflow to automate first.
AI for solopreneurs: what one machine can actually run
AI for solopreneurs is not about replacing a person, it is about replacing a person's repetitive hours. What one machine has actually taken off my plate, with real numbers, and what it still cannot do.
Automate repetitive tasks in your small business: where to start
The fastest way to automate repetitive tasks is to stop planning and start with one process. Here is the filter I use, the tasks that pay off first, and why a third of AI adopters still see no benefit.
AI automation examples: the five machines that run my business
Most AI automation examples online are hypothetical. These five are not: they run my business every week. What each machine does, what it replaced, and where the first versions broke.