Private AI for professional firms, in plain English.
Articles on keeping confidential work in the office, holding on to what your firm learns, and what a private AI appliance can really handle.
How Many People Can a Private AI Appliance Actually Serve?
Ten people at once on long confidential documents, with the answer starting inside ten seconds. What that means for the size of firm one appliance can serve, and what it doesn't prove yet.
September 28, 2026 · 7 min readYour AI Policy Should Not Live in a PDF
The real value of AI governance is not the policy document. It is being able to trust what happens after someone starts using AI.
August 24, 2026 · 8 min readWhat an AI Management System Actually Needs to Work
ISO 42001 tells you what an AI management system must contain. It stays quiet on how to enforce any of it. Here is what closes that gap.
July 27, 2026 · 7 min readBuilding the RAG Framework Behind Kubrius Core
Inside the RAG framework behind Kubrius Core: hybrid retrieval, strict evidence gates, and a system honest enough to say I don't know.
July 22, 2026 · 13 min read10 Design Principles for Enterprise RAG
The short version. Ten rules for building RAG that a business can actually trust, pulled from the engineering behind Kubrius Core.
July 22, 2026 · 4 min readWhy SMEs need an AI control layer before they need another AI tool
Most teams already use AI. The missing piece is visibility, routing and evidence.
June 3, 2026 · 5 min read