Software Development & AI Integration
AI agents and software for real business workflows.
Design, development and operations from Germany/EU.
We build AI agents that use information from approved sources, prepare tasks and work with defined tools. We also build the software, automation and infrastructure around them.
// From LLM integration to infrastructure
const agent = await createLLMPipeline({
provider: "anthropic",
retrieval: "rag",
deploy: "self-hosted",
});
Services
What we build for businesses
From the first process review to production: services built around specific use cases.
AI Agents & LLM Applications
Assistants for internal knowledge search, request handling and research. RAG can ground answers in approved documents; model and hosting are chosen to fit the project.
Full-Stack Development
Node.js, TypeScript, PHP/Laravel, Python/FastAPI and React. API and system integration plus microservices with clean architecture.
Agent Workflows
AI agents read approved data, call defined tools and prepare next steps. We set checks and approvals together for sensitive actions.
DevOps & Self-Hosted Infrastructure
Docker, CI/CD, self-hosted setups and scalable architecture for teams with high requirements on control and data privacy.
AI agents in practice
From use case to controlled AI agent
An AI agent combines a language model with relevant information and clearly limited actions. We define the task, data access and success criteria, test real cases and add human approval where needed.
Knowledge
Answers from approved sources
Actions
Defined tools and limits
Review
Approval for sensitive steps
Operations
Tests, logs and improvements
Have a development or AI project in mind?
Send us a short note about what you need. We'll get back to you promptly to discuss scope, tech and next steps.