Perspectives on responsible AI implementation, governance, and the human dimension of technological change.
2026-03-05 · Emil Kanneworff
AI replaces specific tasks, but also creates new roles in operations, security, verification, and advisory work. Here is why the likely future is transition, not mass unemployment.
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2026-03-05 · Emil Kanneworff
AI makes automation faster to build, but not necessarily cheaper to own. Here are the hidden drawbacks of AI automation — and how to avoid operational debt.
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2026-03-05 · Emil Kanneworff
ChatGPT dominates the conversation. But European alternatives like Mistral, Proton Lumo, and Public AI offer something the American giants cannot: data sovereignty, transparency, and control. Here is what companies should know.
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2026-03-03 · Emil Kanneworff
AI can significantly improve efficiency and quality. But without ethical considerations, you risk resistance, distrust, and lower adoption. Here are five questions that should be asked before — not after — implementation.
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2025-12-16 · Emil Kanneworff
The market for AI agent platforms is exploding. But which tools make sense for your organization — and in what order? We walk through the five levels of AI agent maturity.
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2025-11-18 · Emil Kanneworff
Should you build AI agents with no-code platforms or custom code? For companies with compliance requirements, the answer is rarely black and white. Here is a framework based on complexity, control, and competence.
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2026-01-20 · Emil Kanneworff
Many companies treat AI agents as software products. But in practice, they behave like employees: they need clear mandates, supervision, and a kill switch. Here is what we have learned.
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2026-02-10 · Emil Kanneworff
When an AI agent gets access to your systems, three critical risks emerge. We walk through them and show how Vertex Solutions builds agents with security as the foundation.
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2026-03-04 · Emil Kanneworff
Google's WebMCP protocol signals a new era: websites must be built for AI agents, not just humans. Here is what it means for businesses — and how to get started.
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2026-02-24 · Emil Kanneworff
Pentagon threatens Anthropic for refusing to remove safety restrictions. OpenClaw agents are tricked into downloading malware. For businesses under NIS2, the message is clear: your AI vendor is part of your attack surface.
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2026-01-06 · Emil Kanneworff
95% of Danish business leaders plan to use AI. Half admit low competence levels. The problem is rarely the technology — it is change management, culture, and the human factor.
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2025-12-02 · Emil Kanneworff
AI rarely fails on the model. It fails on data that is messy, unstructured, and context-free. The difference between AI that works and AI that hallucinates lies in the work that happens before the model even sees your data.
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2025-11-04 · Emil Kanneworff
AI is neither magic nor hype. It is extraordinarily good at certain tasks and surprisingly bad at others. Here is an honest overview — without buzzwords — so you can invest wisely.
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2026-03-05 · Emil Kanneworff
AI agents promise automation of customer service, sales, and legal work. But most companies quickly discover that off-the-shelf solutions cannot do what they need. Here is what an AI agent can realistically do — and what it takes to put one into production.
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The content is written from practical implementation experience with governance and operations in focus.
Yes. The structure is designed for decision support with concrete reasoning and examples.
Start with strategy, data readiness, and risk articles, then use cases and solution pages to scope execution.
