Services
An overview of what we do: from the first assessment of potential to a production-ready AI system.
AI Strategy & Consulting
Before a single line of code is written, we work with you to clarify which problems AI can actually solve, and which it can't. We take an open-ended approach and deliver a realistic assessment rather than an off-the-shelf product.
- Analysis of existing business processes for AI potential
- Creation of AI roadmaps and business cases
- Technology selection and architecture consulting
- Assessment of build-vs-buy decisions
- Regulatory advice (EU AI Act, data protection)
AI Development
We build AI solutions that fit your existing IT landscape, with maintainability, security and sustainable operation in mind. No lighthouse projects, but systems your team actually uses.
- Development of AI-based applications (Python, Java, cloud)
- Integration of Large Language Models into business processes
- Chatbots and intelligent assistants
- Document processing and analysis with AI
AI-assisted migrations
Long-grown software is often too large to modernise by hand, and too important to leave to an AI without control. We combine both: AI agents do the legwork, and our own tools make sure every change stays type-safe, reviewable and traceable.
- Assessment and migration plan for large code bases
- Upgrades of Java, framework and library versions
- Replacing outdated technologies, such as UI frameworks or build systems
- Rule-based, type-safe changes across the whole code base
- Migration in steps that keep the system running
Technologies we work with
A selection of the tools and platforms we regularly use in client projects.
- Languages
- Java
- Python
- TypeScript
- LLMs & models
- OpenAI API
- Anthropic API
- Local models (Ollama, llama.cpp)
- Hugging Face
- LoRA fine-tuning
- Agents & integration
- MCP (Model Context Protocol)
- Claude Code
- GitHub Copilot
- LangChain
- Spring AI
- RAG
- Build & frameworks
- Maven
- Gradle
- Spring Boot
- Infrastructure & cloud
- Docker
- Kubernetes
- AWS
- Azure
- GCP
Could we be the right fit for your project?
In a short initial conversation, we'll clarify, with no obligation, whether and how we can help.