capability 02 · outcomes engineer

AI Product Management

The product function is the standing interface between the people who build and the people who run the business. In the AI era, that interface carries more weight.

Removes: work with business units · work with technologists


The product function is the standing interface between the people who build and the people who run the business. In the AI era, that interface carries more weight, because the failure mode isn't a missing feature — it's two groups holding incompatible models of what's being built and why.

Hold both models at once

AI product management is the discipline of holding both models at once and aligning the build to both. It's the capability that removes the work-with-business-units and work-with-technologists bottlenecks in the same motion.

Turn tension into shipped outcomes

A strong AI PM keeps engineering's model of what's possible and the business's model of what's valuable from drifting apart, and turns the space between them into shipped outcomes instead of standing tension.

The failure mode isn't a missing feature. It's two groups holding incompatible models.