A Thai-first storefront agent

Context

An unnamed large Southeast Asian retailer.

Problem

Product advice spans many categories and languages. A search result alone cannot respond to a shopper's constraints or carry a support conversation.

What was built

Inline product cards and comparisons, a live catalog connection, language-curated product copy, support integration and a contextual human handoff.

What is evidenced

The agent handles real production conversations. The client name and hard numbers are not public. No conversion lift, revenue result or language benchmark is claimed here.