One assistant that answers customers in fluent Korean and English — text or voice call.
Point us at your PDFs, Excel sheets, and product photos. We index and ground answers in your data — citations included.
LLM agents that grade student code, file purchase orders, sort inboxes, write QA reports.
Multi-region cloud, model upgrades, eval reruns, on-call. We don't ship and disappear — we keep your AI alive.
The next visitors to your product won't all be human. AI agents now browse, search, and buy on a user's behalf — and most sites are invisible to them. We design every build for AX (Agent Experience) the way we design for UX: structured data an agent can parse, clean tool and API surfaces it can call, llms.txt and MCP endpoints it can discover. If an agent can use it, a person can too — and you show up where the next search happens.
All deployed, all bilingual, all running today.
A bilingual assistant built and proven first at the founder's family HPL factory in Korea. Smart catalog search, instant quotes, chat, and a live voice agent on the Gemini Live API — all grounded in real product data. 4-week build, multi-region cloud.
"Yushin Melamine is my family's factory. I built Moonai's first system there — scoped up front, live in four weeks, answering customers in Korean and English from our real 350+ SKU catalog every day since. Every Moonai MVP starts from this architecture, because it runs where I have the most skin in the game."
— Hyun Jae Moon, founder of Moonai. Disclosure: Yushin Melamine is the founder's family business.
A social game-tracking app — your shelf, your friends', AI picks. FastAPI + PostgreSQL on the back, React/Vite on the front, IGDB integration, invite onboarding.
An LLM-powered grading agent. Submit Python code, get an AI review and a passing diff in seconds. Agent loop, eval harness, real model orchestration — not a prompt wrapped in a button.
The same playbook we sell, shipped for ourselves. Upload a résumé, refine it in chat, and walk into the interview with a finished deck — five color skins, one self-contained HTML file, a share link when you need it. The first ten generations are free.
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