i. Thinks
How an institution thinks.
Its positioning, language, educational logic, and internal structure — the architecture of meaning beneath everything else.
Sofiko
Bigvava
A new professional type
AI gives institutions speed.
I give them shape.
I work with museums, schools, and mission-driven organizations to help them think clearly, look coherent, and run with intention in the age of AI.
A website is often the visible part.
The real work is institutional clarity.
01 — The Work
What I build, across three intertwined layers.
ii. Appears
How an institution appears.
Its identity, website, public voice, and presence in the world — the form people recognise before they read a word.
iii. Works
How an institution works.
Its operations, internal workflows, and the infrastructure — increasingly AI-supported — that lets one person do the work of ten.
02 — Selected Work
Three institutions, built from inside.
EXP · 2016 →
Experimentorium
Georgia's only science museum, rebuilt as a modern educational institution.
→
GWCTW · 2026
Girls Who Change the World
An international education movement, designed as a transferable system.
→
HIM · 2026
The Human Intelligence Method
A manifesto and practical method for educators in the age of AI.
→
I build systems that protect what must remain human inside education.