Hype → Pipeline — helping teams operationalize AI

I’m developing frameworks for leaders trying to turn AI from experiments into systems.

Focus:

• when to automate vs augment vs resist

• how teams maintain craft when output is abundant

• how to design decision-making between humans and AI

This is the work behind talks, advisory conversations, and internal-style playbooks.