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 transformation: What Large Enterprises Are Experiencing – and What SMEs Can Learn from It
When large enterprises adjust their AI strategies, it is worth taking a closer look from an SME perspective. Not because family businesses and smaller organisations...
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...
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...
How is AI rewriting the headcount vs value creation equation?
Artificial intelligence is changing the traditional equation, in which greater output requires proportionally more staff. Block has cut 40 per cent of its workforce, citing...
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...
AI Workflows for Practice – How AI Becomes a Team Member – Capturing Conversations
This post is part of our series "AI Workflows for Practice" – insights into short, immediately actionable workflows that show how we've integrated AI into...
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...