A help center
for humans and AI.

One system that serves authenticated users, anonymous web visitors, and AI consumers — and gets more accurate with use.

The case study

18 slides · ~17 minutes · arrow keys to navigate

Live prototype

Companion · Public web · Authoring queue · Eval suite

Source code

Available on request

Private repo — happy to walk through it during the interview