Strategy at the Speed of AI
The game has changed. Product teams can now create compelling, interactive prototypes in hours instead of weeks. AI-assisted "vibe-coding" has collapsed the gap between idea and experiential prototype, with teams cutting development time dramatically—sometimes by 50-90%—making it possible for anyone to build interfaces that stakeholders can actually experience rather than just imagine.
But speed without strategy is just expensive chaos. The most beautiful prototypes in the world can't save you from solving the wrong problem. As one expert notes, the prototypes generated by AI tools are "fantastic for validation and iteration, but they typically aren't production-ready"—they lack the strategic foundation needed for enterprise success.
That's why we're introducing Vibe-Coding Visiontypes—a new way to harness AI's rapid prototyping power while maintaining the strategic rigor that makes product visions actually valuable. These specialized engagements combine our proven visiontype methodology with cutting-edge AI tools, helping teams move from strategic insight to experiential prototype to validated direction faster than ever before.
Three Ways to Work with Vibe-Coding Strategically
Every organization has different needs, timelines, and appetites for change. Our vibe-coding offerings are designed to meet teams wherever they are in their journey.
- Vibe-Coding Co-Creation Workshop
A fast, collaborative way to align your team around a shared product vision. In just 1–2 days, we bring 6–12 stakeholders together for facilitated sessions that combine structured AI prompting with user-centered strategy. The result? Multiple rapid prototypes, clear decision rationale, and a shared sense of direction—ideal for early-stage initiatives or teams who align best by building, not just talking.
- Vibe-Coded Vision Experience
Our full 3–5 week visiontype process combines deep research, stakeholder alignment, and strategic design—culminating in a polished, interactive prototype that brings your future product to life. Designed for teams ready to commit to a strategic direction, this engagement delivers both a compelling experience and the roadmap to make it real.
- Vision Activation & Validation
For high-stakes initiatives where user adoption is critical, this 6–10 week program turns your vision into a live, testable prototype. We combine AI-powered prototyping with structured user research to validate the experience with real users, uncover adoption barriers, and refine your direction before you invest in development. The outcome: behavioral evidence, stakeholder confidence, and a clear path to launch.
WhyVibe-Coding Visiontypes Work
Strategy first, technology second. All our engagements start with strategic thinking—understanding your users, aligning on objectives, and identifying the right problems to solve. Vibe-coding becomes the medium for communicating validated strategy, not a replacement for strategic rigor.
Designed for enterprise complexity. Consumer product prototyping and enterprise strategy development are fundamentally different challenges. Our approach accounts for organizational dynamics, technical constraints, change management realities, and the multi-stakeholder complexity that defines enterprise success. Research shows that 52% of AI builders say design is more important for AI-powered products than traditional ones—yet the tools that enable rapid creation don't automatically address these strategic complexities.
Experience that drives decision-making. Static presentations tell stakeholders what you think. Interactive prototypes let them experience what you mean. This experiential difference transforms how teams evaluate ideas, make trade-offs, and commit to directions.
Speed with strategic discipline. The goal isn't just to prototype faster—it's to get to better strategic decisions faster. Our structured approach ensures that AI's speed accelerates strategic thinking rather than replacing it.
Getting Started
Ready to experience what strategically-guided vibe-coding can produce? Whether you're exploring how AI prototyping fits into your vision process or ready to tackle a specific strategic challenge, we'd love to help you find the right approach.
What to expect: When you meet with us, we'll walk through your goals, assess your current challenges, and recommend the engagement approach that best fits your priorities, timeline, and organizational context.
The future of product vision isn't about choosing between speed and strategy—it's about achieving both. Let's explore what that looks like for your team.
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Ready to explore how vibe-coding can accelerate your product vision—without sacrificing strategic depth? Contact us to discuss how a Vibe-Coding Visiontype engagement could help your team move faster, align better, and build smarter.
Looking for the thinking behind this approach? Read Part 1: Beyond the Vibe: Why Vision Still Needs Strategy—a deep dive into the opportunities and pitfalls of AI-powered rapid prototyping.
