Rapid Prototyping with AI: From Idea to Demo in Hours

​Too many founders get stuck in "idea land," pitching decks instead of testing products. Traditional MVP building demands engineering muscle, capital, or painful upskilling. But we're entering a new era. AI tools now let non-technical founders prototype, test, and gather user signal without ever writing a line of code. The bottleneck has shifted from talent to imagination. This workshop is for teams and founders tired of waiting — we’ll show them how to skip the line and start building today.

​In this interactive session, you’ll learn how to transform napkin sketches into working demos in a single afternoon using AI workflows. We’ll go through a product idea from fuzzy concept to working front-end, revealing how to use AI for scoping, design, and even coding. You’ll leave with your own AI toolkit and playbook of scrappy validation tactics — all geared toward turning your next product hunch into something clickable, testable, and fundable.

​By the end of this session, attendees will:

​ • Master the prompt formulas for rapid product ideation and prototyping

​ • Watch a real-time demo turning idea into interface using AI tooling

​ • Leave with a reusable framework for AI-first product development

​ • Understand how to test value propositions before writing code

​ • Receive a curated toolkit and prompt library to accelerate their next product build

​This workshop is designed for non-technical founders, early-stage teams, and solo entrepreneurs who are rich in insight but short on build power. If you’ve got customer understanding but no CTO… or if you’re applying to accelerators without a prototype… or if you’re simply sick of spinning your wheels in Notion and Figma — this session is for you. No coding experience needed. Just a bias to build.

​SPEAKER:

​Kyle Lubieniecki, Founder & AI Product Leader @ Fractions