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AI for Business
Strategic guidance on AI adoption, consulting, and building AI-powered business solutions.
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AI FOR BUSINESS01
DORA Exit Strategy for LLM Providers: Requirements and TestsLLM providers publish retirement notices of 2 weeks to 6 months. A DORA exit strategy has to beat that clock and show the alternative passing your own evals.
AI FOR BUSINESS02
AI Vendor Due Diligence Questionnaire by Deployment Model17 AI vendor due diligence questions across three deployment models: which to ask the vendor, which to evidence yourself, and which answers expire first.
AI FOR BUSINESS03
Open WebUI Entra ID SSO: Fix GUID Groups and Group SyncEntra sends group GUIDs by default and drops the groups claim past 200 groups. Fix names, missing groups and wiped memberships in Open WebUI v0.11.4.
AI FOR BUSINESS04
SR 26-2 Model Risk Management: Which LLM Parts Are In ScopeSR 26-2 puts generative and agentic AI out of scope in one footnote. The classifiers, rerankers and scoring layers around your LLM are still models.
AI FOR BUSINESS05
Best AI Workspace for Teams in 2026: 10 Platforms ComparedChatGPT, Claude and Copilot all keep AI memory per user. The best AI workspace for teams in 2026, ranked on shared memory, self-hosting, SSO and seat price.
AI FOR BUSINESS06
Annex IV on a Downloaded Model: Only 2 Rows Go UpstreamAnnex IV holds nine numbered points and sixteen lettered sub-points. On an open-weight model you downloaded, exactly two of them touch the model at all.
AI FOR BUSINESS07
EU AI Act Medical Devices: What Changes in the MDR FileMedical devices stayed in AI Act Annex I Section A. Chapter III Section 2 folds into the MDR file you already hold, and the route applies 2 August 2028.
AI FOR BUSINESS08
Fundamental Rights Impact Assessment: Who Must File OneArticle 27(1) names six elements and two limbs of deployers. A private employer running CV screening is high-risk and files nothing at all.
AI FOR BUSINESS09
ISO 42001 vs AI Act: What Certification Does Not BuyZero harmonised standards for the AI Act have been published in the Official Journal, so an ISO/IEC 42001 certificate buys no presumption of conformity.