AI & automation

AI that ships in the product

Integrations, MCP servers, agent workflows and automation — built into products people already use.

I wire assistants into products I ship. The Ringske case below only repeats what that product page already says.

What this covers

AI integrations

Connect a product to Claude or ChatGPT the way Ringske does: the assistant can read along and make changes.

MCP servers and agent workflows

This website already publishes an MCP server and agent-facing docs. The same approach can sit inside a product.

Automation

Workflows that run without a chat window: queues, scheduled steps and other jobs that do not need an assistant.

How I approach it

  • The example is a product I run, not a slide.
  • I only describe behaviour that is already on the product page.
  • You talk to the person who writes the integration.
  • Based in Ghent, Belgium. ElianCodes BV is a one-founder company.

Have a workflow to wire up?

Tell me what the product should do. I’ll say whether an assistant, an MCP server, or plain automation is the fit.

Cases

From the product page

Ringske — Claude and ChatGPT

Ringske is the wedding planner I built for Flemish couples. Its page says Claude or ChatGPT can read along and make changes, and that the product works with Claude and ChatGPT. Guests never need an app. Planning is free; you pay once when you start inviting.

The other services