STABLE TOOL | DATASET FIRST

Menu
Decoder.

This is the practical image-to-meaning pillar. Menus are frequent, searchable, and easier to standardize than tattoos, which makes them a strong early tool and content flywheel.

01 | WHAT IT EXPLAINS

Not just the translation

Dish identity, main ingredients, cooking method, likely spice, regional style, and what the name hides from a literal translation.

Curated library first
02 | WHY IT WINS

Useful even when Lens already reads it

The edge is judgment: whether a dish is spicy, numbing, offal-heavy, vegetarian-friendly, or unexpectedly safe for a cautious eater.

Interpretation over OCR
DATASET PLAN

Build the head dishes first

Start with the few hundred dishes that cover most traveler and restaurant demand. Long-tail dishes can wait until the reviewed core is reliable.

SAFETY

Never fake certainty on allergies

Ingredient and allergy notes are best-effort only. The product should always tell users to confirm with the restaurant for safety-critical questions.