Building Your MVP in 90 Minutes: From Idea to Working Prototype Without Code

One of the biggest barriers to entrepreneurship isn't a lack of ideas--it's the time and technical skill required to validate them. On October 14th, 2025, at DSC DACH 25 in Vienna, I led a hands-on workshop that challenged this assumption. In 90 minutes, participants learned how to transform a product concept into a fully functional MVP without writing a single line of code. By leveraging AI-powered tools and practical frameworks, we showed that rapid prototyping is no longer the exclusive domain of technical founders.

About DSC DACH 25

DSC DACH 25 is a leading data science conference serving the German, Austrian, and Swiss (DACH) region. Held in Vienna, the conference brings together data scientists, product managers, engineers, and innovators to explore cutting-edge trends in data science, AI, and technology. With a focus on practical applications and real-world problem-solving, DSC DACH 25 provides a platform for professionals to learn from industry experts, share insights, and discover the latest tools transforming how we build products and businesses.

The 90-Minute MVP Workshop: What We Covered

The workshop was designed for a diverse audience: non-technical founders, product managers, innovators, and anyone with a product idea but without traditional coding skills. Rather than focusing on technical implementation, we concentrated on the mindset, methodology, and tools needed to bring ideas to life quickly.

Key Components of the Workshop

1. The MVP Mindset

We started by redefining what an MVP actually is. An MVP isn't about creating a perfect product--it's about validating your core hypothesis with the minimum set of features. Understanding this distinction is critical. Too many entrepreneurs get stuck trying to build everything at once, delaying their launch indefinitely. In 90 minutes, there's no time for perfection. Instead, we focus on speed, learning, and validation.

2. Practical Frameworks for Rapid Development

During the workshop, participants learned structured frameworks that compress the product development timeline. These frameworks help clarify the core problem you're solving, identify your target user, define your key features, and prioritize ruthlessly. By working through these frameworks together, attendees could refine their ideas and create a clear roadmap for their MVP--all before touching a single tool.

3. Hands-On Demonstrations with AI-Powered Tools

The heart of the workshop was demonstrating how AI tools can accelerate product development. We showcased three powerful platforms that require no coding expertise:

Uizard: An AI-powered design platform that transforms sketches and wireframes into polished UI designs. Participants saw how to quickly create user interfaces by describing what they wanted, and Uizard's AI generates professional designs instantly. This tool is invaluable for creating the visual foundation of your MVP without needing design experience.

Lovable: A no-code platform that lets you build functional web applications by describing your vision. Using natural language, you can create working prototypes with real functionality. Lovable is perfect for building interactive MVPs that potential users can actually test and provide feedback on.

Replit: For those ready to add a bit of code or integration, Replit offers a cloud-based development environment where you can build backend functionality, integrate APIs, and deploy your application--all without leaving your browser. It bridges the gap between no-code and traditional development.

4. Building Smarter and Faster with AI

A critical theme throughout the workshop was how AI itself can accelerate the MVP development process. AI tools aren't just platforms for building--they're collaborators that can generate design suggestions, write code, create copy, and even help you think through product strategy. By leveraging these capabilities, entrepreneurs can accomplish in 90 minutes what might have taken weeks or months just a few years ago.

Why This Matters: Democratizing Product Development

The workshop addressed a real problem in today's startup ecosystem. Historically, building a product required either significant technical skills or substantial funding to hire developers. This created a barrier to entry that excluded many talented, creative people with genuinely valuable ideas.

AI-powered tools are changing this. Now, a non-technical founder with a great idea can validate their concept, create a working prototype, and gather user feedback--all without learning to code. This democratization means more diverse ideas reach the market, more people get to test their hypotheses, and innovation accelerates.

For data scientists and analysts, these tools open new possibilities too. You can prototype data-driven applications, build dashboards, and create interactive visualizations without relying on a full engineering team. You can own your ideas from concept to launch.

Key Takeaways from the Workshop

Speed Over Perfection: An MVP that teaches you something in 90 minutes is infinitely more valuable than a "perfect" product that takes six months to build. Launch fast, learn faster.

Tools Are Enablers, Not Gatekeepers: You don't need to be a developer, designer, or engineer to build a working product anymore. The right tools, combined with clear thinking and creativity, level the playing field.

Validation Is Everything: Your MVP exists to answer one question: "Do people actually want this?" Build the minimum needed to answer that question, then iterate based on feedback.

AI Is Your Collaborator: Whether you're using AI to generate designs, write code, brainstorm features, or refine your pitch, these tools amplify your productivity. The future belongs to people who know how to work alongside AI.

Ideas Belong to Everyone: The barrier to entrepreneurship isn't talent or vision--it's access to tools and knowledge. With AI-powered platforms, anyone can become a builder.

Real-World Impact: Who Can Benefit?

Non-Technical Founders: You no longer need a co-founder who codes. With these tools, you can build and validate your vision independently.

Product Managers: Quickly prototype and test new features or product ideas without waiting on engineering resources.

Data Scientists & Analysts: Build data-driven applications and interactive dashboards that bring your insights to life.

Corporate Innovators: Test new product ideas and internal tools without the overhead of traditional development.

Anyone with an Idea: If you've ever thought "I wish there was a tool that did X," this workshop showed you how to build it.

Looking Forward: The Future of Product Development

The workshop at DSC DACH 25 reflected a broader shift in how products get built. AI isn't replacing developers, designers, or entrepreneurs--it's amplifying them. It's enabling people who have ideas but lacked the traditional technical skills to become builders themselves.

As AI tools continue to improve, the pace of innovation will only accelerate. The question is no longer "Can I build this?" but rather "Should I build this?" and "Do people want it?" That's a much better conversation to be having.

For anyone attending DSC DACH 25 or watching the recorded session, I hope the workshop inspired you to take action on that idea you've been sitting on. You have everything you need. Give yourself 90 minutes, pick a tool, and start building. The world needs more people willing to take their ideas from concept to reality.

Your MVP is waiting. The only question is: when will you build it?