Hybrid product experts who design, build, and scale AI-native solutions end-to-end
This structure doesn’t match the speed of modern AI capability. It creates silos, handoff delays, and bloated costs.

A new class of operator who merges product strategy, AI systems design, and rapid software creation.
They don't just manage, they build.
Compress early-stage product cycles from months to weeks
Replace multi-layer engineering structures
AI as operational core, not an add-on
Working software, not decks
