AI knowledge for better decisions in SMEs.
Articles by Zino Lang on AI for SMEs, responsible AI use, the EU AI Act, data protection, data infrastructure, and market and competitor analysis. Substantive legal statements are checked against primary sources.
AI Policy Blueprint for Businesses
A 12-page AI policy covering data protection, data processing agreements, APIs, the CLOUD Act, training and IT guardrails—editable and free after email confirmation.
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Shadow AI in SMEs: why managing directors may already face personal liability
More than 130 verified sources on the personal liability of managing directors when employees use AI without authorisation. Free, no registration: read online or download the PDF.
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AI in our own business: our approach
Systems tested in production at Avolang: DataBrain, agents, a controlled B2B lead pipeline using Azure and RAG, website, content, video, accounting and local anonymisation.
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AI labelling obligations from August 2026
Which transparency obligations apply to providers and deployers, when content must be labelled and which exceptions apply.
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AI consulting for SMEs: what should you look for?
A definition, cost factors and seven criteria for choosing a consultancy. The article compares general consulting, building internal expertise and clearly scoped assessment formats.
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Local IT infrastructure: when greater control makes sense
An assessment of on-premises operations, cloud and hybrid architectures. The article examines control, cost, resilience, maintenance and digital sovereignty.
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AI regulation in 2026: UN report, supervision and the EU AI Act
A current overview of AI risks, German supervision and the EU AI Act timeline. Relevant deadlines and responsibilities are explained with supporting sources.
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AI generatedAI governance framework for businesses
Roles, risk tiers, approvals, human oversight and a lean operating model.
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AI generatedEU AI Act compliance for businesses
From AI inventory and roles to risk classification and an auditable record for each system.
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AI generatedAI readiness assessment for businesses
Six dimensions, go/no-go criteria and a scorecard for the decision before rollout.
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AI generatedEnterprise search vs knowledge base vs AI assistant
Differences, RAG architecture, permissions and a clear selection matrix.
Read the comparison →Answers about services, process and costs.
The detailed FAQ has its own page. It covers the free initial assessment, the AI decision package, visibility, automation, market analysis and training.
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Resources overview last updated on 10 August 2026.