193 - Faster…or Better? Creating Value with Blue Ocean Thinking and AI-Powered Product Development

193 - Faster…or Better? Creating Value with Blue Ocean Thinking and AI-Powered Product Development

From Experiencing Data w/ Brian T. O’Neill by Brian T. O’Neill from Designing for Analytics

April 28, 2026 · 24 min · Episode 193

About this episode

The episode discusses the importance of understanding user needs and creating value through blue ocean thinking and AI in product development.

Speed is often confused with good product thinking. The idea is that if teams can ship prototypes, dashboards, and models faster, they will automatically learn faster. But execution speed alone doesn’t ensure a clearer understanding of what’s actually worth building. Instead, teams often fall into a loop driven by demo feedback. They present working prototypes, and users respond to what they can see in the form of interface design, visualizations, or surface-level data behavior. While this feedback feels positive, it’s often misleading. Teams can end up reacting to presentation (UI) feedback only to find it does not change propensity to buy or increase user adoption. The key idea today is that prototypes can either be used to clarify the problem space and user needs or to validate the solution presented. Where I see most teams fail is that every artifact or prototype is seen as a solution to validate, and they can miss the forest for the trees. Another approach borrows from blue ocean thinking, which focuses on creating value by looking for overlooked opportunities in the empty space—beyond the known “problem space” your customer knowingly lives in now. Because AI lets us move so…

People in this episode

Host: Brian T. O’Neill

Topics covered

  • product development
  • AI
  • blue ocean strategy
  • user feedback
  • prototyping
  • value creation

Keywords

  • product thinking
  • prototyping
  • user adoption
  • feedback
  • value creation
  • AI
  • blue ocean

Mentioned in this episode

Organizations: Designing for Analytics

Products: AI-Powered Product Development

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