HardwareWhich mini PC should run your local LLM? We compare the best AMD Ryzen AI, Intel Core Ultra and Apple Silicon boxes for on-premises AI — from a €490 starter to a 70B-capable workstation.
SovereigntyA look inside Cloud Shield: how the architecture lets a public-facing AI stay sovereign and DSGVO-compliant, with the trust boundary intact end to end.
StrategyThe model is a swappable engine, not the product. You don’t connect a model to your customers — you connect it to Wegenty’s governance layer. Local by default, frontier on opt-in.
HardwareA 70-billion-parameter model needs roughly 40 GB of memory. Here are the 128 GB unified-memory mini PCs and workstations that run a 70B locally — and how they compare on speed, software and price.
HardwareUnified memory or discrete VRAM? CUDA, Metal or ROCm? We compare AMD Ryzen AI, Intel Core Ultra, Apple M-series and NVIDIA for running large language models locally — and why the NPU rarely matters.
HardwareMemory is the gatekeeper, not raw speed. Here is how to size RAM, VRAM and quantization to the model you want — a plain-language guide to picking hardware for a local LLM.
HardwareCloud AI bills you per token, forever; a local appliance is a one-time cost you own. We break down the total cost of ownership — and where the line crosses for a typical SME.
ComplianceWhat the EU AI Act actually requires of small and mid-sized businesses, what is already in force, and how to turn a compliance deadline into a reason to act — without a legal team.
HardwareEverything a small business needs to host AI on its own hardware: why local, what it costs, which box to buy, how to stay DSGVO- and EU AI Act-ready, and how to get it installed without an IT team.
SovereigntyMost AI assistants ship your data to a foreign cloud. Sovereign AI keeps the model and the knowledge under your control. Here is what that means in practice — and why it matters under DSGVO.
StrategyAnyone can bolt a chatbot onto a pile of PDFs. The hard, valuable part is the boundary between private knowledge and a public-facing agent — and the loop that makes it improve. That boundary is the product.
Open sourceThe whole core is open source — only the compliance layer is closed. Here is the trust boundary, the architecture, and exactly what you can fork, self-host and audit.