Most organizations were designed for scalable output. They were not designed for scalable decision quality.

I'm Shannph Wong, and I write about decision architecture in the AI era — how organizations make judgment calls when execution no longer enforces discipline.

Across a career spanning Sun, Telenav, Amazon, and Meta, I've watched the same failure mode recur at different scales: the visible problem is always execution, but the real issue is almost always unclear or unscalable decision-making.

This site is where I work that out in public.