DeutschAI-Designers
AI Designers
AI Tools for Everyone
We build custom AI tools for design, computer vision, and visualization — powerful, practical, and precisely tailored to your workflows. Our focus is on solutions that don’t just impress technologically, but deliver real value in everyday use: from automated image analysis to generative design and intelligent visualization and analytics systems.
We support you end-to-end — from the initial idea through prototyping and development to stable production deployment. A particular focus is on locally hosting your AI solutions. We advise you on architecture, hardware selection, deployment, and integration into existing systems, so sensitive data stays protected and you retain full control over performance, security, and scalability at all times.
Whether it’s a standalone AI tool, an extension of existing software, or a complete infrastructure: we build solutions that integrate seamlessly into your processes and remain viable long-term — technologically independent, efficient, and future-proof.
Self-Hosting a Vector Database: Qdrant, Milvus & pgvector
Qdrant, Milvus or pgvector: how companies run a vector database in-house for fast, sovereign search across their own data.
Mixture of Experts: More AI Power at Lower Compute Cost
Mixture of Experts makes large AI models affordable: less compute per token, but heavy memory demands. What that means for your self-hosting.
Reasoning Models at Work: When Deeper Thinking Pays Off
Reasoning models think before they answer, at a cost. When test-time compute pays off, how routing cuts spend, and what on-premise brings.
Long Context Windows: When 1M-Token AI Really Pays Off
A million-token context sounds tempting. But when does long-context AI pay off in the enterprise – and when is RAG still the smarter choice?
AI Agents with Memory: Persistent Context for the Enterprise
AI agents forget everything when a session ends. Persistent, self-hosted memory turns tools into colleagues that remember – here's how to build it.