Blog

Thoughts on product management, AI, and building things that matter.

Content-filtering
11 min read

The Safety Layer That Makes Your AI Useless

Every enterprise AI deployment has a content filter. Most of them are quietly breaking the product they were meant to protect.

enterprise-aiui-ux
self-edge-denim
9 min read

Selvedge Thinking: What Japanese Denim Got Right About Quality

I went to Okayama to buy denim. I left thinking about what it means to build quality products when anyone can generate anything.

product-designenterprise-ai
motion-design-article
7 min read

Everyone Can Generate a UI Now. So What?

AI can generate a UI in seconds. But click around and something is off. No weight, no response, no life. The gap between "works" and "feels alive" is where product builders and designers become irreplaceable.

product-designui-ux
Many AI Tools in Enterprise
7 min read

Why the Hell Are There So Many AI Tools in Your Enterprise?

Wanting to go AI-first is easy. Building an org that actually can isn't.

enterprise-aiai-toolsai-strategy