Human in the Lead
Strategic writing on AI, content, customer experience, and adoption — from the Swiss and Italian markets.
Evidence-led, primary-sourced. Three intersecting territories: content in the AI era, customer experience as the new front line, and adoption and governance.
The promise is not that I will be right. The promise is that I will show my evidence and let you check the work.
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Cited, Not Clicked: What Visibility Still Doesn’t Tell You
AI visibility reports show where links appear. They leave harder questions open: what the answer takes from a source, whether the source receives credit, and what value follows.
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Throughput, Not Activity
AI can make individual tasks faster without making an organisation complete more useful work. The difference becomes measurable once you follow the whole path from first draft to finished result.
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When AI Sets the Expectation
An AI recommendation can shape a customer's expectations before the first visit. What happens when those expectations meet the company's own information?
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Subtraction, Not Substitution
September research on content marketing, customer service and internal audit raises one practical question: when an organisation removes human work, how does it check that the technology has taken over the whole job?
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Agents Tripled, Content Did Not
Four research streams asked different questions this summer and found the same three limits inside the company: fragmented budgets, unusable content, and expectations set against the wrong clock. Deployment is accelerating anyway.
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Presence, Not Channels
The problem is not how much companies spend on AI, but that the properties they own were never built to earn presence inside answer engines.
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Permission, Not Performance
The machine can now perform everywhere — search, service, the enterprise. What it cannot do is earn the permission to act. That permission is the new scarcity.
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Perishable, Not Permanent
Answer engines treat authority as a flow with a measurable half-life, and that turns content strategy from a problem of accumulation into a problem of maintenance.
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Lead, Not Loop
Why "human in the loop" is the wrong metaphor for the AI era — and what should replace it.