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

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

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

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.

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