Insights
Articles on ERP, Odoo, AI and rollouts in mid-sized companies, written by the people who build and operate these systems.
Insights for decision makers
Featured
PagedAttention, continuous batching and throughput: why vLLM makes open models production-ready, and how we run it sovereignly in Germany.
Read article →From process mapping to go-live: how an ERP rollout succeeds, what it really costs and which avoidable mistakes sink projects.
Read article →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 →The key changes in Odoo 19, plus a clear decision framework for migration timing, custom modules and a safe upgrade path.
Read article →Legal basis, processing agreements, data residency and data-subject rights: a practical guide to AI that holds up before regulators.
Read article →Where the servers sit doesn't answer the key question: whose law governs the operator? A guide to real AI sovereignty.
Read article →Not a hype list but use cases with real ROI: where mid-market companies measurably save time and money with AI today.
Read article →What AI agents really are, which governance and guardrails they need, and why 2026 is becoming the year of agentic automation.
Read article →Bans, GPAI duties, high-risk systems: we map the enforcement timeline and lay out a practical compliance roadmap with ISO 42001.
Read article →Hybrid search, reranking and strict grounding: how retrieval systems deliver answers with verifiable citations instead of guesses.
Read article →Total cost of ownership, performance and control: the three levers that decide whether a self-hosted model beats the OpenAI API.
Read article →