A Working AI Prototype Isn’t Enough

How to build product value with progressive specification and AI steel threads

Your AI prototype works. Now what?

AI has transformed how quickly teams can turn ideas into functional prototypes. But moving from a promising concept to a valuable, production-ready product requires more than speed and technical capability.

Without a clear path forward, teams risk getting stuck in endless experimentation, unclear requirements, and solutions that never deliver their intended business outcomes.

Join us for A Working AI Prototype Isn’t Enough to explore how progressive specification and AI steel threads provide a more structured approach to evolving ideas into valuable products.

Discover how these approaches help teams build shared understanding, continuously refine solutions, and connect early experimentation to meaningful business outcomes.

In this session, you’ll discover how to:

• Bridge the gap between prototype and product. Understand what it takes to move beyond a working demonstration toward delivering real customer and business value.
• Evolve requirements with progressive specification. Explore how teams can progressively build clarity, refine solutions, and adapt as new insights emerge.
• Turn ideas into actionable outcomes with AI steel threads. Learn how end-to-end slices of functionality can help teams validate assumptions, reduce uncertainty, and guide product development.