#Data Strategy

A description of what good AI work actually feels like, why it's held up across model eras and platforms, and why it's also the shape of knowledge work going forward.

Anthony Pompliano reversed his position on AI and jobs this week, and Marc Andreessen amplified it. The data Pompliano cites is real. The data on the other side, showing entry-level hiring collapse and recent-grad unemployment near a fifteen-year high, is also real. Both can be true at once because they are describing two different kinds of companies.

The data estate conversation has been happening for years. It's important work, but it was never meant to be a prerequisite for progress.

You know you've reached a turning point in AI adoption when the questions change. Early on, people ask "Can AI really do that?" and "Is this accurate enough to trust?" But eventually, a different s...

Organizations invest heavily in AI tools, hire talented teams, and build ambitious roadmaps. Then they hit an invisible wall: their data systems can't talk to each other. This is data interoperabil...