Notebook

Technical notes, real cases, and reflections on integrating AI into real businesses.

Here we publish what we learn on each project: what worked, what didn't, and how to apply AI practically in SMEs. No theory, no smoke.

May 2026 · 8 min read

5 accounting firm processes that no longer need a human

Five real accounting firm tasks you can automate today with AI. No hype, concrete examples, and where the line between machine and human really sits.

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January 2026 · 6 min read

Why SMEs fail with AI (and how to avoid it)

Most AI projects in small businesses don't fail because of the technology — they fail because of how they're introduced. Here are the three mistakes I see again and again.

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January 2026 · 8 min read

How to build a WhatsApp agent for an accounting firm

A step-by-step technical case: which queries can be automated, how it integrates with accounting software, and where the line is between AI and human.

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