AI Prototyping Workshop (March 12, Vienna)

A practical training for building real prototypes in one day – No Coding Required

Realize your ideas and create working prototypes using AI tools, regardless of your technical background

The New Era of Prototyping

The landscape of product development fundamentally changed after ChatGPT’s first release. What we mean by “prototyping” has evolved, and generative AI has opened this practice to roles beyond tech and developers. This workshop is about establishing this mindshift and putting it to work.

This workshop is designed for:

  • Product managers/owners who want to validate ideas before requesting development resources
  • Designers looking to bring their concepts to life beyond mockups
  • Marketing professionals who need to prototype campaigns and tools quickly
  • Business strategists exploring new digital opportunities
  • Former developers who haven’t coded in years but want to reconnect with building
  • Anyone who has ideas sitting on their backlog waiting for “someone technical”

This workshop was truly inspiring! It went beyond just prototyping for fun and helped me evaluate which ideas have real potential. The approach is very practical and hands-on. I highly recommend it to everyone!

Michael Leonhartsberger
Brand Designer, Entrepreneur

Workshop Agenda

8:30 – 9:00 | Welcome & Coffee
  • Arrive at location
  • Setting up for the day
  • [Coffee and light breakfast provided]
9:00 – 9:30 | Introductions & Setup
  • Introductions & Collecting expectations
  • Agenda overview
9:30 – 10:30 | The AI Prototyping Introduction
  • History of prototyping and the ChatGPT inflection point
  • Understanding the new prototyping landscape
  • The role of vibecoding in prototyping
  • Real-world examples: from internal tools to production apps
  • Feasibility test on your ideas, or brainstorming ideas to work on
10:30 – 11:30 | The AI Prototyping Process
  • The AI Prototyping mindset and You
  • How to apply the AI Prototyping framework 
  • The different levels of prototyping with AI explored
  • Your skills and how AI can help you go further
  • Practice: prompting your first idea
11:30 – 12:00 | Tool Overview & Environment Setup
  • Exploring different AI prototyping tools
  • Setting up your optimal workspace
  • Advanced AI Chat Assistant configurations
  • Preparing your set up, creating a specification for a prototype
12:00 – 13:00 | [Lunch Break]

13:00 – 14:30 | Prototyping Session
  • Moving from formulation and specification to implementation
  • Quick-win techniques to test feasibility
  • How to test and analyse
  • Trying different tools and approaches on the same prototyping task
14:30 – 16:00 | Advanced Implementation
  • How to create stronger foundations
  • Data privacy and security considerations
  • Hacks & Learnings to get more out of AI prototyping tools
  • Exploring concepts like MCP, AI Agents, and more
  • Adding more advanced functionality to prototypes
16:30 – 17:00 | Review & Wrap-up
  • Summarizing the day
  • Lessons learned sharing
  • Next steps and resources
17:00 – 17:30 | Drinks and cooling off

What You’ll Walk Away With

Adopt a new skill that helps you validate ideas that previously involved several roles.

✓ Have internalized an AI prototyping framework you can put to work as part of your routine.

✓ See how quick prototyping replaces lengthy planning documents.

Work on one or several of your own ideas throughout the day.

Participate in structured exercises and share lessons learned.

✓ Gain confidence in using a variety of AI tools outside your core domain.

✓ Choose tools that match your technical comfort level.

Get an official training certificate to document your AI prototyping skills.

Workshop Details

DurationFull-day intensive (9:00 AM – 5:30 PM)
Pre-Workshop30-minute setup session with the group (scheduled week before)
Post-Workshop1 hour individual consulting per attendee after the workshop
Delivery OptionsIn-person at Fresh van Root Office (Vienna)
Next Available DatesMarch 12, 2026
Investment€ 1.400 per person (excl. VAT)
Team Pricing3+ people: € 1.250 per person (excl. VAT)
Custom in-house workshops: Contact for pricing (see below)
Group SizeLimited to max 6 participants for personalized attention

About your Instructor

Rolf Mistelbacher

Rolf has spoken at international conferences, including AI Con USA and SaaStock Dublin, about AI-powered prototyping—a topic he’s been practicing since ChatGPT’s release.

After a decade at Microsoft leading marketing initiatives for startups and community programs, Rolf shifted his focus to what he’d been doing behind the scenes: building. He’s created dozens of AI-powered applications—from business dashboards to productivity tools—including LinCal, a calendar app for Linear now used by teams worldwide.

He’s trained hundreds of professionals, entrepreneurs, and teams across Europe, helping non-technical people turn ideas into working prototypes without writing code.
His background in marketing gives him a unique perspective: he understands the challenges of validating ideas when you’re not the one who builds them. Now, he teaches others how to bridge that gap.

Connect with Rolf on LinkedIn

Frequently Asked Qustions

Do I need any coding or prototyping experience?

No! This workshop is specifically designed for non-technical professionals. If you can use a computer and web browser, you have everything you need. 

What should I bring?

Just your laptop and any ideas you’d like to prototype. We’ll provide everything else.

What if I don’t have a specific idea yet?

That’s perfectly fine. We’ll have exercises to help you identify and formulate ideas during the workshop.

Is the workshop available remotely?

No, this offer is focused on delivering an in-person experience (Vienna). The experience is designed to be interactive and hands-on. Dates for remote options are not final yet, send us an email if you want a remote option, see form below.

What happens after the workshop?

You’ll receive optional 30 minutes of individual consulting to help you answer any questions left. You’ll also get access to all the presented content.

Can we do this as a private workshop for our team?

Absolutely! Contact us for custom in-house workshop pricing and scheduling. Book a call or send us a message – see below.

What about data privacy and confidential ideas?

We dedicate significant time to covering data privacy considerations and how to protect confidential information when using AI tools. You’ll learn secure practices for working with sensitive ideas.

What exactly is included with my workshop registration?
  • A full-day workshop with expert, hands-on instruction.
  • Pre and post-workshop support (beyond the individual consulting).
  • All materials and resources used during the day.
  • Lunch and refreshments throughout the day (for in-person workshops).
  • Exclusive tool discount codes to help you continue your work.
  • Access to our resource library for future reference.

Stop Waiting. Start Building.

The next generation of product creators don’t put ideas on a backlog—they validate and prototype on their own. Join us for a one-day intensive that will change how you approach idea validation forever.

Rolf’s facilitation of our AI workshop made a real difference. The time he invested—not only during the sessions, but also in preparation and follow-up—helped our teams move from ideas to working prototypes. His hands-on contributions and insightful support enabled many participants to actually follow through and build something tangible.

Jane Trishina
Talent Partner, Swat.io


Team and Company offerings
Get a workshop offering tailored to your needs

Rolf Mistelbacher

+43 681 106 46 315
rolf@freshvanroot.com

Or use the contact form to contact us: