
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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