The Architecture of
Human Adoption.
For over a decade, I’ve worked at the intersection of technology and human behavior. I don’t just talk about AI—I build the behavioral infrastructure required to adopt it.
The realization.
I started in data, analytics, and transformation. Working closely with teams and leadership, I saw a consistent pattern: Technology moves fast. Adoption does not.

The missing layer.
That realization led me to focus on storytelling, communication, and behavior as the missing layer. Today, I help organizations understand what AI means in their context and apply it in real work.

The approach.
Structured but flexible. Strategic but practical. Focused on outcomes, not theory. People move through clarity, meaning, and narrative—not tools alone.
