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...
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...
AI Fatigue Is Not an Individual Problem, It Is a Structural One
AI does not make everything better. Hand on heart: the following phenomena have become familiar to all of us, and we have either been irritated...
Data Quality and AI: FOMO, Evidence, and Why Most Organisations Start at the Wrong End
Anyone who has followed their LinkedIn or social media feed recently will almost certainly have encountered posts declaring data quality as the decisive success factor...
Avoiding the AI Blind Spot: Why Process Documentation Is a Critical Prerequisite
The capabilities that artificial intelligence now offers are impressive. Beyond established applications such as drafting and refining text, AI can analyse large datasets in a...
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...
From Tribal Knowledge to Shared Context: Making the Invisible Visible
In our recent exploration of Context Quotient, we identified that successful AI implementation depends on teams providing the right business context. The AI models themselves...
Context Quotient: The Missing Ingredient in Enterprise AI Success
In our previous exploration of AI adoption challenges, we identified two critical barriers preventing transformation outside the tech sector: companies struggle to discover where AI...
AI Implementation for SMEs: What Matters in 2026
Remember welding robots? When they arrived on factory floors in the 1980s and 90s, the change was impossible to miss: large machines, cordoned-off areas, new...
AI Implementation: Crafting Effective Prompts for SMEs and Family Businesses
This is the second part of our series on AI implementation for small and medium-sized enterprises. In the first part, we explored the strategic foundations:...