Korea to the world

From discovery to delivery —
one flow, every market.

Technology

How BIRDSHIP Cross-Border Commerce OS works — and how we verify it.

Our K-Commerce OS connects a production Korean-product extraction engine with U.S. decision prototypes, while keeping live capabilities, prototypes, and measured evidence visibly separate.

  1. Understand

    The production Korean-product extraction engine combines site-specific DOM extraction, embedded structured data, and a language-model fallback to structure product names, prices, options, stock, images, and seller information.

  2. Decide

    The U.S. prototype returns uncalibrated confidence, identifies the weakest field, and produces deterministic auto, review, or block decisions. Field-level provenance and quantitative re-validation are being added before these values enter the automatic path.

  3. Orchestrate

    After the AI gate, the logistics prototype predicts shipping eligibility, customs risk, consolidation or split shipping, and U.S.-arrival cost. These outputs are predictions, not guarantees.

  4. Prove

    The evaluation layer is measuring site-by-field accuracy and required-field coverage against human-verified data. A result becomes measured only when its sample size, split, date, engine version, and data source are complete.

Technology

Where we stand

We publish performance numbers only after human-verified measurement — together with sample size, data split, measurement date, engine version, and data source. Until then, a claim stays what it is: in progress.

  • Production Korea extraction engine

    Implementedas of 2026-07-13
  • U.S. quote and decision-gate prototype

    Prototypeas of 2026-07-13
  • Human-verified extraction benchmark

    Measurement in progressas of 2026-07-13

Technology FAQ

Five questions, answered with the same evidence.

These answers reuse the public facts above. We do not turn prototypes or measurement in progress into stronger claims.

What is BIRDSHIP?
BIRDSHIP is a K-Commerce OS that connects K-culture lovers and design explorers worldwide with Korea's hidden treasures — discovery, translation, payment, and delivery in one seamless flow.
What is the BIRDSHIP Cross-Border Commerce OS?
Our K-Commerce OS connects a production Korean-product extraction engine with U.S. decision prototypes, while keeping live capabilities, prototypes, and measured evidence visibly separate.
How does BIRDSHIP turn a Korean product page into commerce-ready data?
The production Korean-product extraction engine combines site-specific DOM extraction, embedded structured data, and a language-model fallback to structure product names, prices, options, stock, images, and seller information.
What happens when confidence is insufficient?
The U.S. prototype returns uncalibrated confidence, identifies the weakest field, and produces deterministic auto, review, or block decisions. Field-level provenance and quantitative re-validation are being added before these values enter the automatic path.
How are BIRDSHIP's technology claims measured?
The evaluation layer is measuring site-by-field accuracy and required-field coverage against human-verified data. A result becomes measured only when its sample size, split, date, engine version, and data source are complete.

Our mission

There are treasures in Korea still waiting to open to the world.

The world's e-commerce competes to deliver what everyone wants — faster, cheaper. What we see lies outside that competition: the things that flow quietly inside Korea, beyond the reach of global commerce. BIRDSHIP was born for the people around the world who have found their door.

Our Policy

An honest division of labor between people and technology

We operate as a small team.

Rather than one staff member gathering information by hand, leveraging technology and automation lets us deliver more of Korea's treasure chests — faster, and tuned to your taste.

That is the honest reason we choose automation.

Our AI finds the treasures. Our team makes the map better, every day.

What we do

From a single URL to your door.

Search it. Get recommended. One URL to delivery — all in one experience.

  1. Discover

    Find Korea's local products through keyword search, and personalized suggestions based on what you love.

  2. Translate

    Cross the language barrier — product information fully translated into your language.

  3. Quote

    Transparent upfront pricing — product price, shipping, fees, and taxes calculated as one.

  4. Pay

    Secure checkout backed by trusted payment infrastructure built for international buyers.

  5. Deliver

    Reliable global shipping with end-to-end tracking, from Seoul to your door.

Our markets

Opening Korea to the world, market by market.

Each market gets its own storefront, its own language, its own terms.

News

The latest from BIRDSHIP.

Company중앙일보

BIRDSHIP signs an AI-cooperation MOU on Korea's Mongolia trade mission.

At the Korea–Mongolia Business Forum in Ulaanbaatar, HUHU International — the company behind BIRDSHIP — signed an AI-cooperation MOU with HDS Consulting. It marks an early step in taking the platform beyond Japan toward the US and Taiwan.

Read more

What we've shipped, and what's coming next.

For partners

Looking for partners to build the future of K-Commerce OS together.

We're building a future where great Korean products are discovered, sold, and delivered anywhere in the world. If you share BIRDSHIP's vision, we'd love to hear from you.

  • Bringing Korea's treasures out to the world
  • Building on BIRDSHIP's flow, from discovery to delivery
  • Growing together with every new market

We'd love to hear your story.

Your name, email address, and message are used only to answer your inquiry. See our Privacy Policy.

Email us info@bird-ship.com