Internal platform · In development

MJ Traders 01, overseas purchasing agent

Building a Claude-powered commerce operations platform

We are building an internal platform that turns order information into reviewed product data and support reply drafts, with a person approving every result. Purchasing decisions stay manual.

Current business

An overseas purchasing agent, selling through Port Store

This is the work that runs today, and the work the platform is being built to support.

  1. Source

    Find products from overseas suppliers and decide which ones are worth offering.

  2. Purchase

    Place and track purchases with overseas suppliers, acting as the purchasing agent.

  3. Sell

    Present products clearly and sell them through our storefront on Naver Smart Store.

  4. Support

    Answer customer questions and follow up on order issues after the sale.

Our storefront

Port Store on Naver Smart Store

Browse the storefront to see what we currently sell.

Current Claude usage

How we use Claude today

We use Claude to help develop and review software for our commerce workflows.

Software development assistance
In use today
Planned Claude API integration
Planned
Not live yet. See the roadmap below.

In-development workflows

From order information to an approved reply

The platform is designed around one sequence. Each step hands its result to the next, and nothing is final until a person approves it.

  1. Order information

    Order organization: details are gathered and put into a consistent form that is easier to read and check.

    In development
  2. Product data review

    Listing data review: product and listing data is checked for gaps and inconsistencies before we rely on it.

    In development
  3. Support reply drafts

    Draft replies to customer questions are prepared from the organized order and product information.

    In development
  4. Human approval

    A person reviews and approves every result. Purchasing decisions stay manual.

    A person decides

This is an internal platform for our own commerce operations, and it is still in development.

Roadmap

Planned Claude API integration

Everything on this list is planned. None of it is live yet.

  • Planned

    API structured outputs

    Have Claude return order and product fields in a fixed, checkable format instead of free text.

  • Planned

    Tool use

    Let Claude look up our internal records while it prepares a review or a draft.

  • Planned

    Evaluation

    Test results against examples we define, so we can see where output is wrong before we rely on it.

  • Planned

    Cost-efficient batch processing

    Run non-urgent review work in batches to keep API cost down.

Contact

Get in touch

admin@mjtds01.com

MJ Traders 01. Founder Jongbeom Lee, Hwaseong, South Korea.