Augmented Intelligence


AI resets how we think about products.

We've had over 20 years to learn how to make deterministic software. Every few years, a new technology creates new possibilities, but our practices typically stack on top of each other.

AI is different, AI is inferential. The gap between how AI works versus the way we build software today is massive. The two approaches do not line up.

This is exciting because it requires us to reconsider what we're building in the first place.


I'm a product manager that applies machine learning to enterprise problems.