Most investors back the same founder twice and call it pattern recognition. That's the trap. The pattern that matters changes with the stage — and using the same lens for early and late is how you misread both.
Early stage: conviction over proof
There's no data worth trusting at the start. What I'm looking for is a specific and defensible point of view on how the world is going to change — not just a large market. The founders who stand out have a perspective others haven't seen, or haven't taken seriously. That asymmetry is what an early-stage bet is buying.
Alongside that, I'm looking for unfair advantage. Not "we work hard" — that's table stakes. I mean structural: deep domain expertise, proprietary distribution, a network that can't be bought, a technical insight that creates real distance from day one. The opportunity needs to be large, but the edge needs to be specific.
Late stage: vision paired with the discipline of execution
By the time a company is scaling, instinct alone stops working. I want to see the same conviction — that never goes away — but now paired with rigorous operational discipline. Metrics that compound. Accountability that holds. A repeatable motion for growth that the founder can articulate and the team can run without them in every loop.
The founders who struggle here are usually the ones who thrived on instinct early and never built the systems to scale their judgment. The ones who thrive treat execution as a craft — as rigorous about performance data as they are passionate about the mission.
The signal I'm hunting for
The best founders I've backed operate at both altitudes. Vision and numbers, in the same conversation. That's what I'm looking for.