5 rules before AI agent touches your data.
If your agent writes to live data today, these are the five questions to answer first.
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Practitioner AI · no hype
What actually works in AI and automation.
FutureBrief is the practitioner brief for operators of 5-to-200-person businesses: articles, case files, and signals you can act on. Pressure-tested in production, published here before the newsletter.
ArticlesCase filesSignals
2,500+
Automations shipped
15+
Years in the field
20,000+
Operators reading
01 · ArticlesAll articles →
Stop chatting with AI. Start building AI sandwiches.
Why chatting with AI is just manual labor disguised as technology (and how to fix it).
How to hire the right people in the AI era
We are moving from an economy of creation to an economy of selection, where operational judgment is the main skill that the machine cannot fake.
02 · Free toolsAll tools →
Automation & AI ROI Calculator
See whether a task should stay human, be automated, run on AI, or sit in an AI Sandwich, with the money saved, payback, and growth upside.
AI Reality Check
Twenty questions across standardization, data, automation, and AI. Get the one stage that is blocking the rest, and the one thing to do about it.
03 · About
I’m Yuri Vonchitzki, operator, builder, and founder of Ninjabot, a sales AI and automation agency in Prague. Everything on FutureBrief is pressure-tested in production: 2,500+ automations built over 15+ years. If it didn’t survive a client, it doesn’t ship.