Our approach
Build for where your market is going, not where it’s been.
Most products are built on assumptions that are quietly becoming obsolete. We go into the real world to find what people actually need now, and where that’s heading.
What we do
We help product leaders redefine their products for an AI-driven world.
Where should your product go in an AI-driven world?
AI is reshaping what people need, expect, and value in every domain. Before you can redefine your product, you need to know what’s actually shifting: which assumptions no longer hold, and where real opportunities are opening up.
We go into the field to understand how AI is changing needs in your specific context, and translate that into a clear, grounded vision for where your product needs to go.
The outcome
A defined vision grounded in real shifts, not speculation. Sharp enough to align your team and investors around what to build next, and why it matters now.
Who is your product for, and why should they care?
As needs change, so does what makes your product worth choosing. A value proposition built on yesterday’s assumptions won’t resonate with the people you’re trying to reach today.
We help you design a value proposition grounded in what people actually need now, in their specific context, workflow, and reality. Sharp enough to align your team, compelling enough to resonate with the people you’re building for.
The outcome
A value proposition that reflects real, current needs. One that gives your team a clear answer to “who is this for and why will they choose it?” as the market shifts around you.
Does your direction hold up in reality?
You’ve defined where your product needs to go. Now comes the critical step: testing whether that redefined direction truly fits how people live, work, and make decisions in the real world.
Before you commit significant resources, we take your new vision into the field, with real people in real contexts. Not focus groups. Not surveys. Direct contact with reality, so you know what holds up and what needs to change before it costs you.
The outcome
Clear evidence of whether your concept holds up, and where it doesn’t. So you build with confidence, adjust before it costs you, or stop before it’s too late.
In practice
We go where your product needs to work.
Every engagement takes us out of the office and into the real environments where your product needs to survive. Workplaces, homes, communities. The contexts that reports miss entirely.
Observations on the streets of Lisbon, from the project “Improving self-driving cars by understanding the urban environments of people across the E.U.”
What changes
The benefits for you.
When you understand how AI is changing what people need from your product, you stop reacting and start leading. You make decisions grounded in where your market is going, not where it’s been.
Stay ahead
Lead the change, don’t chase it.
Instead of scrambling to catch up when the market moves, you build from a clear picture of where it’s heading, and get there first.
Build with confidence
Grounded in real needs.
Every direction is tested against reality before you commit. You move fast because you know what you’re building is grounded in what people actually need now.
Higher adoption
Products that fit the world as it is.
Products shaped by real, current needs survive real markets. When your product fits how people actually live and work today, adoption follows naturally.
Our methodology
Opportunity Sprints: focused engagements built around real-world field research.
A sprint delivers a defined vision, a sharpened value proposition, or a validated concept, depending on where you are. Time-boxed, grounded in real contexts, and designed to move fast.
Discuss an Opportunity SprintUnderstand
We map the value your product currently offers: what it does, who it’s for, and why people choose it today.
Explore
We explore how AI-driven shifts will disrupt that value offering, surfacing the gaps between where your product stands and where the market is heading.
Redefine
We redefine your product vision to stay ahead of that disruption, grounded in real needs, not speculation.
Validate
We test the new vision with real people in real contexts, so you move forward with confidence, not hope.
Ready to work with real evidence?
Let’s talk about where your product needs to go, and whether we’re the right team to help you get there.