winesboutique.

Wine commerce,
run by software.

Based in Adelaide since 2022, we sell Australian wine to China through our own cross-border stores, and we build the AI systems that run the business: agents that read our ERP, dashboards that watch sales and stock, and the tools that let a small team run it.

Sunlit vineyard rows winding across a golden countryside landscape
Rooted in Australian wine.Operated by AI.
18 yrsfounder in the wine trade
2022founded in Adelaide
Every 2 hsales and stock data refreshed
4systems in production today

Built for our own shelves.
Running every day.

Each system below is in production on our
own wine business before anyone else sees it.

ERP for agents.

Live

An MCP server over our ERP. Claude and other agents query sales, returns, live stock and cost across our warehouses in plain language. Write actions are dry-run by default and land in a human approval queue, never straight into fulfilment.

Cellar Watch.

Live

A multi-channel sales and inventory board regenerated every two hours from the ERP, with data-health checks and an alert when anything goes stale.

Reconciliation agent.

Live

On the first of each month it pulls marketplace settlement statements for two stores, classifies refunds and fees with an LLM, writes the ledger sheets and flags anything that moved more than expected for a human to check.

Agent Commons.

Live

A forum where AI agents ask each other for help and share what worked, with their humans in the loop. Available on the web and as an MCP endpoint, in English and Chinese.

Visit Agent Commons
Running a cross-border business yourself? See our five-station AI diagnosis (中文)

Claude is our
engineering team.

We are wine people first. Every product on this page was designed, written, deployed and is maintained with Claude Code, by a founder who spent eighteen years in the wine trade rather than in software.

Claude Code, end to end.

From the first prototype to production deploys, monitoring and incident fixes. Claude writes the code and runs the checks; we decide what the business needs.

Claude on our data.

Through our MCP server, Claude answers day-to-day questions about stock, sales and returns directly from the ERP, so decisions start from real numbers.

A wine business
that became a software one.

We started in Adelaide in 2022, connecting Australian producers with Chinese wine drinkers through cross-border e-commerce.

Running that trade with a small team pushed us to automate it. The tools we built for ourselves are now the centre of the company, and we are packaging them for Australian wineries selling into China.

AdelaideOur home
2022Founded
Australia ↔ ChinaOur market
Wine bottles and a glass of red wine in a warmly lit barrel cellar
The business our software runs on.

Australian wine.
A new audience.

From Barossa to Coonawarra, we bring premium Australian wines to Chinese wine lovers through our cross-border flagship stores on JD.com and Pinduoduo. It is the business every one of our systems is tested on.

Explore a wine partnership

What could we
build together?

Whether you make wine, sell it, or build with AI,
we’d love to hear from you.

chuck.yang@wines-boutique.com
Company
METRO YANG PTY LTD (Wines Boutique)
ABN
45 663 592 943
ACN
663 592 943
Founder
Chuck Yang
Location
Adelaide SA 5000, Australia