Cuisine Tagging Workflow
From cleanup, to the
gate.
Manual moderation moved from the default to the exception.
Before · Manual
Reactive cleanup,
after the fact.
100% manual review
01
PARTNER
150
OPEN POOL
CHOOSES
FAILURE MODE · GAMING
claims popular cuisines to surface in search
up to 8
PER RESTAURANT
SELECTS
BACKLOG
SUPPORT
QUEUE
04 · 100% MANUAL
MODERATOR
05
TAGS LIVE
with leakage
ONBOARDS
PICKS
SUBMITS
REVIEW
APPROVE
100% manual
→
<20%
Manual review dependency · 1 month end-to-end
After · ML
Proactive enforcement,
at the gate.
<20% manual · edge cases only
01
PARTNER
02
MENU DATA
03 · THE GATE
ML model
classifies cuisines
from menu data
SIGNAL 01
MENU ITEM COUNT
SIGNAL 02
SEARCH DEMAND
SIGNAL 03
ORDER VALUE
04 · CLOSED LIST
RANKED RECS
PASS · WARN · REJECT
05
AUTO-DECIDE
06
TAGS LIVE
clean at the gate
EXCEPTION
MODERATOR
LOW-CONFIDENCE EDGE CASES ONLY
ONBOARDS