One core, three parts.
Connectors into your systems, memory and skills that grow with your people, and a knowledge graph of your data. For chat and for automations like n8n, all in your own database.
Applied AI Lab
Freiburg · Black Forest · Germany
We build AI products inside a working Mittelstand company, run them there every day, and only then ship them to yours.
helpcode.ai Lab · Freiburg im Breisgau, Black Forest
Why a lab inside a company
Most AI labs build first and find customers later. Ours was founded by a Mittelstand company. Every product runs in our own businesses first, and only what holds up there reaches you.
We know the problems because we see them in the field.
When we build and run software, we try it in the companies of our group: a whole range of businesses, of every kind. And then, of course, with our customers.
Frontier productAnythingMCP
Connects your ERP, shop and databases to Claude, Copilot, ChatGPT, n8n and any AI tool: for answers in chat and for automating your processes.
Connectors into your systems, memory and skills that grow with your people, and a knowledge graph of your data. For chat and for automations like n8n, all in your own database.
529 connectors and 2,400+ tools: SAP, databases behind your VPN, your own APIs and the legacy systems most companies still run, down to SOAP services from 2009. Each one becomes MCP tools, with no server to write.
Every assistant learns from the people who use it, and work that repeats turns into a skill on its own, approved by a person. This memory is your company's real asset: it stays in your database, not with the AI vendor.
Customers, orders, articles, suppliers and documents, linked across your ERP, CRM, shop and files. An assistant follows a question from one system to the next instead of guessing.
Every assistant and every workflow connects to the same layer through your single sign-on. GDPR-compliant: you set the rules for who sees which data. SCIM, roles from your directory, an audit log and an SLA. In Frankfurt or on your own servers.
Our platform · from the lab
Your company's knowledge, answering. One knowledge base and three AI channels: chat, guided troubleshooting and a phone hotline.
Our platformhelpcode.ai Platform
At the bottom, everything your company knows. On top, the channels that put it to work: chat, guided troubleshooting and an AI phone hotline. Every answer shows its source. Hosted in the EU.
Manuals, PDFs, product sheets and websites go in. The platform keeps them current and turns them into answers that cite their source. What it can't answer gets recorded, so you know what to write next.
A chat assistant for your customers and your team, on your website and your other chat channels. Every reply comes from your knowledge base, with the source attached.
The assistant asks what it needs, checks each answer and leads the user step by step to the fix for the device in front of them, from your manuals and service know-how.
Callers just speak. The agent understands the question, answers from the same knowledge base and passes the call to your team when a person is needed.
Live data from your ERP comes in through AnythingMCP.
From the lab
Our lab doesn't run in a sandbox. We work inside more than five companies, every day, so we see where the real needs are. We test our ideas there, in the field. What holds up, we hand to you.
We're not an agency. We speak your language.
Research in the open. We run a lot of experiments and research, and we publish the results on GitHub, often.
How the lab works
Agents, MCP tools and retrieval, built at the desk next to the people who will use them.
Freiburg, Black ForestEverything goes live in the companies of our group first, businesses of every kind. Daily use, real stakes.
In production before releaseWhat holds up in the field becomes a product for everyone, in our EU cloud or on your own servers.
At customers worldwidecompanies worldwide work with our products.
Connect your ERP, shop and databases to Claude, Copilot, ChatGPT, n8n and any AI tool, and give every assistant and workflow the same company brain.
Visit anythingmcp.com Our platformPut your knowledge to work in chat, guided troubleshooting and on the phone, with a source on every answer.
Explore the AI Platform