Integrating AI assistants and automation into your systems
Do you want to use AI on your own data? We connect assistants and automation to your systems, through APIs, databases, existing applications and email, on request with locally operated models.
- Back ends for AI assistants with Python and FastAPI
- Reply within one working day
Why companies integrate AI into their systems
Anyone running their own applications asks how AI can work with existing data and systems without confidential documents ending up in third-party services.
We help you run AI models locally, on servers in your own infrastructure. The models then work with your documents, emails and company data, and these stay in your house instead of going to an external AI service.
Your applications call the model through an interface (API). A runtime such as Ollama serves the model, and with retrieval-augmented generation (RAG) it answers from your own documents. Typical uses are answering questions, summarising, sorting incoming mail, searching documents and extracting data.
What we integrate
- Assistants that work with your documents and databases, for example as a knowledge base
- Automation of workflows in applications, email and document processes
- Models that run locally on request
- Transparency, logging and human oversight as technical requirements from the start
We start with a pilot for one use case, with a fixed scope and a measurable result. You receive a description of the architecture and the code. The scope and price of the pilot follow from the intro call.
Whether we use AI on your code is your decision
With AI, we keep two things apart.
AI that we build into your systems
This is the service described above: we connect AI models to your systems, for example an assistant that answers from your documents or automation that sorts incoming email. You order it as a project of its own.
AI tools in our own work on your code
When we maintain, develop or migrate your applications, we work without AI tools by default. Unless you ask for it, no AI tool sees your code, your data or your documents. This applies to everyone who works with us on your project.
Source code holds your business knowledge: processes, rules and interfaces to other systems. That is why it does not go to an external service without your consent.
If you want it, we build new components with AI assistance, for example a new service alongside your existing system. A senior engineer remains responsible for every change, and you can withdraw your consent at any time.
Questions about AI and working together
Do you use AI tools when developing?
By default, no. People work on your code. We use AI tools there only where you want us to. You can exclude them again at any time.
When can you start?
You will receive a first reply within one working day. When we begin work depends on our current workload and on the scope. We give you a binding answer in the intro call. If it is urgent, the 48-hour emergency assessment starts as soon as we have access to the system.
What is your hourly rate?
It depends on scope, engagement model and urgency. Describe your situation briefly and, after a conversation, we will send you an offer. You do not need a budget for that. We quote fixed prices for the entry products.
In 20 minutes we work out which first step fits your system
You tell us the goal and the current state, and we say openly whether and how we can help. Reply within one working day, no obligation.
Reachable: Monday to Friday, 9:00 to 17:00 Central European Time; support and emergencies around the clock (24/7)