AI that works inside your systems – not just talks about them.
Your employees describe what needs to happen in natural language – the AI gets it done directly in your ERP, CRM or line-of-business application. What makes this possible is an MCP server: a thin, controlled layer between the AI and your systems. We build these servers tailor-made for your existing infrastructure – no migration, no vendor lock-in.
We build MCP servers for your existing systems – ERP, CRM, accounting, document management or industry-specific line-of-business applications. For example: “Which invoices have been outstanding for more than 30 days? Send a payment reminder for each.” Built with the MCP SDK in TypeScript/Node.js or Python.
We connect REST and GraphQL APIs, databases, file systems and legacy systems – your existing investments become AI-ready just as they are. The Model Context Protocol is an open standard supported by Anthropic, OpenAI, Google and Microsoft. That means you are not tied to any single AI product.
An MCP server decides what the AI may and may not do. We define permissions, keep sensitive actions under human approval and log what gets executed. This keeps it traceable at all times who triggered what.
Which processes benefit most from AI automation? We identify the workflows with the greatest leverage and build a working prototype within a few days, so you can judge the value first-hand.
If you wish, we run your MCP server where your data lives – locally or in your own infrastructure. We maintain it throughout its entire lifecycle and extend it as new systems or use cases come along.
Why Milk Interactive?
We use our own MCP servers every day in our project work – from the quote to time tracking. What we offer, we run ourselves.
Native app development, backend systems, AI integration: we understand the whole stack, not just the AI layer. An MCP server is only as good as its connection to your systems – and that is exactly where our experience lies.
Your MCP server runs locally or in your own infrastructure. You decide which data the AI gets to see at all and which language model processes it. Where needed, we use language models with data processing in Switzerland or the EU – or run them directly on your premises.
How we at Milk Interactive work:
We listen, ask questions and get to the essence of your project.
Together with you, we work out which processes make the most sense to automate.
We build a prototype so you can judge the value early, then develop it further in an agile and iterative way.
We test and document, so that everything runs reliably and no know-how is lost.
We put your MCP server into operation where your data lives.
We remain at your side – for new integrations and adjustments, throughout the entire lifecycle.