Week 1
Map and set up.
We pick the workflows that cost the most hours. I set AI up with your context: your accounts, your clients, your tone. Nothing touches real work without your sign-off.
Natasha Brovkina
AI your business actually uses.
I make small businesses visible where buyers actually look now — Google and AI assistants. A 30-day sprint, then your team runs it without me. I show the whole process publicly.
Ranking on Google but absent from ChatGPT? You might be AI-invisible →
7+ years
Corporate finance (Big4, then bigtech)
30 days
From kickoff to a team that owns its AI
3 boys
Growing up AI-native at home
2026
First AI juniors shipping
The Method
30 Days to AI-Native.
One method, three stages. I install AI inside how your team already works, then I leave and the team owns it.
Weeks 2-3
Build and run.
Your team runs the live workflows. We refine what does not fit and add the next ones. By the end of week 3 the team uses AI without thinking about it.
Week 4
Handoff.
Training per role, a written runbook, admin access to your side. After that I am gone and your team runs and extends the system itself.
Where to find me
I build in public.
I film and write the whole process of installing AI inside real teams. What worked, what broke, what I would do differently.
YouTube
Weekly. I build AI juniors on camera, including what breaks.
LinkedIn
Field notes on the new shape of hiring: AI and juniors.
Telegram
The Russian-language version of the same notes.
Book a call
Ready to talk? Grab a free 15-minute slot with me.
Field Notes
Written deep-dives. The blog on this site.
About
From corporate finance to installing AI for a living.
I spent years in corporate finance. Big4 first, then bigtech. I built financial models, ran teams, signed off on numbers. I learned what makes a business actually run because I worked inside the machine.
Then I had three boys, all under school age. When your time stops being your own, you find out fast which systems hold and which were held together by you being available around the clock.
So I built my own. A system that runs my work and does the repeating parts for me. It worked. I started installing the same thing for small businesses, and that became what I do now.
I am not selling theory or a course. I install AI into how a team already works, and I show the whole process publicly as I go.
Field Notes
What worked. What didn't.
Written notes from inside real AI installs. With screenshots. New post most weeks.
7 workflows accountants stop doing by hand in week one.
The seven recurring tasks I install first in every accounting team. Why these, and what each looks like once it runs by itself.
Read note →A 30-day Claude timeline, by the day.
What week one actually looks like inside a five-person firm. Day-by-day from kickoff to a team running its own AI without me.
Read note →Claude vs ChatGPT for connected workflows.
Where each one wins inside a real firm. Why I install Claude first and where ChatGPT still earns its seat.
Read note →Work with Me
Want this installed in your team?
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