The 1% problem: How domain expertise + Claude let a 2-person team hit #1 on a global classification benchmark

Federation's CEO & founder shares how a 2-person team hit #1 on Alibaba's global HS classification benchmark in trade compliance, where one wrong answer costs millions and where domain expertise creates a moat foundation models alone can't cross, built on Claude.

Details

City
Tokyo, JP
Date
11 June 2026
Time
11:30 – 12:00
Speaker(s)
Gahee Seo
CEO,
 
Federation

Agenda

08:00 – 09:00
Check-in and breakfast
09:30 – 09:45
Opening keynote
·
Angela Jiang
Cat Wu
Katelyn Lesse
morning sessions
11:45 – 13:30
Lunch
afternoon sessions
Evening
15:45 – 18:00
Closing reception