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LI AI Governance - Three frameworks for AI Governance in SMEs and Family Businesses

Three Frameworks for AI Governance in SMEs and Family Businesses

In the first part of this series, we examined why AI governance is a leadership responsibility [AI governance starts in the boardroom]. This article addresses...

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AI Governance Starts in the Boardroom, Not in IT

AI Governance Starts in the Boardroom, Not in IT

According to Bitkom, the proportion of German businesses actively using AI has more than doubled within a single year, reaching 41 per cent [1]. At...

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This capacity to navigate the permanent pace of change that AI demands can be described as "AI resilience." It is not a technical property of systems, but an organisational core competency that determines whether a business can translate AI investment into genuine value creation. This article examines how SMEs and family businesses can build an organisation that engages productively with continuous change.

AI Resilience Why Adaptability Matters More Than the Next Tool

This capacity to navigate the permanent pace of change that AI demands can be described as "AI resilience." It is not a technical property of...

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Building AI Organisations, Not Running AI Experiments. 64 per cent of AI-using SMEs operate without a strategy. Why AI pilot projects fail and what the path to an AI-capable organisation looks like. URL slug: building-ai-organisations-not-running-experiments

Building AI Organisations, Not Running AI Experiments

Every day brings fresh AI announcements. Claude can now do this, ChatGPT can now do that. Organisations launch pilot projects, test agents, automate tasks or...

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“AI is a leadership topic” has become a consensus statement, yet it is rarely thought through to its logical conclusion. Three recent studies demonstrate that AI usage changes the competencies of those who use it. Those who treat AI as a shortcut lose skills. Those who treat it as a sparring partner — asking questions, critically examining outputs, and maintaining their own cognitive effort - become measurably more competent. For business leaders, this has two implications: first, they need their own AI competence, not least to recognise which usage patterns within their organisation are productive and which are not. Second, they must lead by example rather than by decree. “AI is a leadership topic” only becomes concrete when senior leaders consciously set the direction.

Yes, AI Is a Leadership Task — But Not in the Way You Think

Why “AI is a leadership topic” only becomes true when business leaders practise what they preach: In LinkedIn posts, keynote speeches, and consulting pitches, one phrase...

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AI Signals, Early 2026: What We Know, What We Suspect, and Why Business Leaders Should Tell the Two Apart

AI Signals, Early 2026: What We Know, What We Suspect, and Why Business Leaders Should Tell the Two Apart

The AI discourse is loud, often driven by opinion, and the available data is heavily technical. The good news: that is beginning to change. Business...

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85 per cent of employees see no value-adding use case for AI – not because tools are lacking, but because imagination is. What the Imagination Gap means for SMEs.

The Imagination Gap – Why Imagination Is the Real Bottleneck for Successful AI Implementation

Anyone who regularly scrolls through LinkedIn will recognise the pattern: infographics explaining what a large language model is. Carousel posts listing the ten best AI...

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European businesses face a dual challenge in AI adoption: integrating AI not only in administrative functions, but equally in manufacturing. What's missing isn't the technology – it's the imagination to see where AI can help, the leadership to create the right conditions, and a systematic approach to change management.

AI in Manufacturing – Different Shop Floor, Similar Challenges?

When artificial intelligence in business comes up in conversation, most people think of the typical office context: automated emails, intelligent document processing, customer service chatbots,...

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Why SMEs and family businesses need an AI strategy. This is precisely where an AI strategy creates the necessary clarity. Without one, AI implementation often remains a collection of isolated initiatives that never achieve the expected leverage. Employee concerns go unanswered — a direct consequence of insufficient change management. This is why NordAGI's approach treats AI implementation not merely as an IT challenge, but primarily as a change management undertaking.

AI Strategy for SMEs: Ideas for 2026

The German industry association Bitkom has been tracking AI adoption in German businesses for years. The figures point to a clear trend: just a few...

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