Straight talk on sovereign AI

Infrastructure vLLM explained: high-performance LLM inference on your own servers PagedAttention, continuous batching and throughput: why vLLM makes open models production-ready, and how we run it sovereignly in Germany. Read article ERP ERP rollout in the Mittelstand: phases, pitfalls and a realistic roadmap From process mapping to go-live: how an ERP rollout succeeds, what it costs and which mistakes sink projects. Read article Privacy ChatGPT at work: data-protection risks and sovereign alternatives What legally happens when business data goes into ChatGPT & co., and how a sovereign AI stack delivers the same productivity without the US cloud. Read article Odoo Odoo 19: what's new and when an upgrade pays off The key changes in Odoo 19, and a clear decision framework for migration, custom modules and upgrade safety. Read article Law & compliance GDPR-compliant AI: how to use AI in your company lawfully Legal basis, processing agreements, data residency and data-subject rights: a practical guide to AI that holds up before regulators. Read article Sovereignty Is a server “in Frankfurt” enough? Why data residency isn't sovereignty Where the servers sit doesn't answer the key question: whose law governs the operator? A guide to real AI sovereignty. Read article AI strategy AI in the Mittelstand: where adoption actually pays off Not a hype list but use cases with real ROI: where mid-market companies measurably save time and money with AI today. Read article AI agents AI agents in the enterprise: from copilot to agentic automation What AI agents really are, what governance they need, and why 2026 is the year of agentic automation. Read article Law & compliance The EU AI Act in 2026: what the Mittelstand actually has to do now Bans, GPAI duties, high-risk: we map the timeline and show a practical roadmap with ISO 42001. Read article RAG RAG that doesn't hallucinate: architecture for citable AI answers Hybrid search, reranking and strict grounding: how retrieval systems answer with citations, not guesses. Read article Infrastructure Your own LLM instead of the OpenAI API: when self-hosting pays off TCO, performance and control: three levers that decide whether a self-hosted model is the better choice. Read article