AI Workshops
AI tools for product managers - from your first prototype to working AI-native.
Practical, hands-on workshops that meet you where you are - short formats of half a day or a full day, and a longer academy for teams.
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WHAT YOU GET
What your team takes away
AI skills you use the next day
Hands-on practice with the tools on real product tasks.
Knowing which tool fits which task
From research and specs to prototypes - where AI helps and where it doesn’t.
Confidence to keep experimenting
A starting point and the confidence to keep going on your own.
WHY PRODUCT PEOPLE
Product thinking is the best preparation for AI
Product and systems thinking is the best preparation for working with AI that exists. If you already know how to frame a problem, map a system and think about who you’re building for, you have the foundation. The workshops build on that - with tools, practice and real output you can use.
I run them on request, for companies and teams - sometimes through Eesti AI, and very rarely as open trainings. At Estonian Business School I teach product management on the Digital Product Management MBA, where AI tools are part of the course.
SHORT FORMAT · BEGINNER TO INTERMEDIATE
AI tools for product managers
The tools that matter most for product work, how to prompt effectively, how to use AI in discovery and research, and how to build a first prototype. You leave with something working and a clear sense of what to try next.
01
Who it’s for
Product managers, aspiring PMs, business analysts, designers and domain experts who want to start using AI in their work.
02
Tools
Lovable, Claude, NotebookLM and others.
03
Format
Half-day or full-day, hands-on. Run for companies on request, and sometimes through Eesti AI.
SHORT FORMAT · INTERMEDIATE TO ADVANCED
AI in product development end to end
We work through the full product development cycle with AI: discovery with prototypes, AI-assisted research synthesis, specs and PRDs with AI, Claude Design, and Claude Code for tooling and prototyping. The focus is on changing how you work, not just adding tools.
01
Who it’s for
Product managers who are already using AI and want to go deeper.
02
Tools
Claude, Claude Code, Claude Design, Lovable.
03
Format
Half-day or full-day, depending on depth. Run for companies on request.
LONG FORMAT
The long format is the Vibe Coding Academy: three training days, mentoring in between and a pitching day at the end. I run it together with Helen Minařík.
Book a company workshop
WHO IT’S FOR
Who comes to these workshops
🧭
Product managers:
Wanting to work better with AI.
🌱
Aspiring PMs:
Figuring out where AI fits.
📊
Business analysts:
Bringing AI into analysis and specs.
🎨
Designers:
Prototyping and exploring with AI.
🛠️
Domain experts:
People who want to build things themselves.
🚀
Founders:
Who want to prototype faster.
⚙️
Engineers:
Curious about how product people use AI.
RECENT WORK
Where I’ve run these
4 SESSIONS · 2-3 HOURS EACH
Eesti AI workshops
Tallinn and Tartu - discovery and document generation with vibe-coded prototypes.
3 TRAINING DAYS + MENTORING + PITCHING DAY
Vibe Coding Academy for Postimees
Teams from accounting to HR took a real problem to a tested prototype. Run together with Helen Minařík.
👩💻
Women in AI Tallinn
Building digital tools with Lovable, and automation with Claude agents and Claude Design.
WHAT PEOPLE SAY
Two hours isn’t enough once you’ve started
Participants from Eesti AI workshops value the hands-on doing most, along with concrete examples (prompt and result together), new tools and peer discussion. The request that comes up most is for longer sessions.
Get in touch
Book a workshop
Let’s have a call