The judgment AI does not replace
Know when to use an AI answer, when to question it and who remains responsible.
Keynote, executive briefing, half-day or full-day workshopRead the outlineWhat AI systems say about your destination
Decide how to respond when AI describes your destination inaccurately.
Keynotes US$5,000. Standard preparation included. Travel and applicable taxes additional. Based in Singapore, available internationally. View fees and booking.
What I cover
I look at the choices a tourism leader faces when an AI answer describes a place. What should you correct? What can you responsibly say about the effect on visitors? I keep those questions apart. A description is not evidence of a booking or of local spending. I help the audience consider a response without making claims the available evidence cannot support.
What your audience can use
- How to question an AI description of a destination.
- What a description can and cannot tell you about visitor behaviour.
- Questions to ask before choosing a response.
- Why claims about local spending need their own evidence.
A practical demonstration
An illustrative destination description: separate a verifiable factual error from an interpretation, identify the source to check and choose who should approve a response. This does not establish visitor or spending effects.
Also available
My other talks
From AI answers to business results
How to tell whether an AI initiative changed the work, not only the answer.
Keynote, executive briefing, half-day or full-day workshopRead the outlineThe Human Layer: why AI projects fail beyond the technology
Why capable systems stall in organisations, and what to change in people, incentives, workload, ownership and adoption.
Keynote, executive briefing, half-day or full-day workshopRead the outlineStorytelling when everyone has a writer in their pocket
Make the message worth saying when AI can produce the first draft.
Keynote, executive briefing or half-day workshopRead the outlineThe third wave of PR
Clarify what communicators remain responsible for when AI drafts the message.
Keynote, panel or executive briefingRead the outlineGoverning what you cannot see
Make responsibility for AI descriptions clear, rather than leaving it to the marketing team.
Keynote, panel, half-day workshopRead the outlineTell me about your audience and the questions you want the session to address.